Take-Home Exercise 2

Published

December 9, 2023

Modified

December 16, 2023

Getting started

Importing package to accommodate data wrangling, API, and visualisation

pacman::p_load(sf, tmap, sfdep, tidyverse, stplanr, sp, reshape2, httr, performance, ggpubr)

Data Preparation

Importing several data for analysis

Bus Stop

Importing Bus stop locations

busStops <- st_read(dsn = "data/geospatial",
                 layer = "BusStop") %>%
  st_transform(crs = 3414)
Reading layer `BusStop' from data source 
  `/Users/michaelberlian/Desktop/SMU Nov/ISSS624 GeoSpatial/ISSS624/Take-Home_Ex/Take-Home_Ex2/data/geospatial' 
  using driver `ESRI Shapefile'
Simple feature collection with 5161 features and 3 fields
Geometry type: POINT
Dimension:     XY
Bounding box:  xmin: 3970.122 ymin: 26482.1 xmax: 48284.56 ymax: 52983.82
Projected CRS: SVY21
tmap_mode("view")
tmap mode set to interactive viewing
tm_shape(busStops) +
  tm_dots() +
tm_view(set.zoom.limits = c(11,14))
tmap_mode("plot")
tmap mode set to plotting

Creating Hexagonal Grid

Creating hexagonal grid as the base of analysis. The grid size is 750m, the distance between parallel edges.

grid = st_make_grid(busStops, c(750), what = "polygons", square = FALSE)
# To sf and add grid ID
grid_sf = st_sf(grid) %>%
  # add grid ID
  mutate(grid_id = 1:length(lengths(grid)))
grid_sf$n_colli = lengths(st_intersects(grid_sf, busStops))

# remove grid without value of 0 (i.e. no points in side that grid)
grid_count = filter(grid_sf,n_colli > 0 )
tmap_mode("view")
tmap mode set to interactive viewing
tm_shape(grid_count) +
  tm_fill(
    col = "n_colli",
    palette = "Blues",
    style = "cont",
    title = "Number of collisions",
    id = "grid_id",
    showNA = FALSE,
    alpha = 0.6,
    popup.vars = c(
      "Number of collisions: " = "n_colli"
    ),
    popup.format = list(
      n_colli = list(format = "f", digits = 0)
    )
  ) +
  tm_borders(col = "grey40", lwd = 0.7) +
tm_view(set.zoom.limits = c(11,14))
tmap_mode("plot")
tmap mode set to plotting

Removing bus stop outside of Singapore

grid_count_rm <- grid_count %>%
  filter(!grid_id == 942,
         !grid_id == 984,
         !grid_id == 819)

Saving grid to RDS to easier next runs

write_rds(grid_count_rm, "data/rds/grid.rds")
rm(list = c('grid_count','grid_count_rm','grid_sf'))

Reload Grid

grid = read_rds('data/rds/grid.rds')

Trip Data

Importing trip data for trips analysis

busTrips <- read_csv("data/aspatial/origin_destination_bus_202308.csv")
Rows: 5709512 Columns: 7
── Column specification ────────────────────────────────────────────────────────
Delimiter: ","
chr (5): YEAR_MONTH, DAY_TYPE, PT_TYPE, ORIGIN_PT_CODE, DESTINATION_PT_CODE
dbl (2): TIME_PER_HOUR, TOTAL_TRIPS

ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
# busTrips <- read_csv("data/aspatial/origin_destination_bus_202309.csv")
# busTrips <- read_csv("data/aspatial/origin_destination_bus_202310.csv")

busTrips$ORIGIN_PT_CODE <- as.factor(busTrips$ORIGIN_PT_CODE)
busTrips$DESTINATION_PT_CODE <- as.factor(busTrips$DESTINATION_PT_CODE)

MPSZ Data

Importing mpsz data for visualisation purpose

mpsz <- st_read(dsn = "data/geospatial",
                 layer = "MP14_SUBZONE_WEB_PL") %>%
  st_transform(crs = 3414)
Reading layer `MP14_SUBZONE_WEB_PL' from data source 
  `/Users/michaelberlian/Desktop/SMU Nov/ISSS624 GeoSpatial/ISSS624/Take-Home_Ex/Take-Home_Ex2/data/geospatial' 
  using driver `ESRI Shapefile'
Simple feature collection with 323 features and 15 fields
Geometry type: MULTIPOLYGON
Dimension:     XY
Bounding box:  xmin: 2667.538 ymin: 15748.72 xmax: 56396.44 ymax: 50256.33
Projected CRS: SVY21
tmap_mode('plot')
tmap mode set to plotting
tm_shape(mpsz) +
  tm_polygons(col='grey', border.alpha = 0.1) +
tm_shape(grid) +
  tm_fill(
    col = "n_colli",
    palette = "Blues",
    style = "cont",
    title = "Number of collisions",
    id = "grid_id",
    showNA = FALSE,
    alpha = 0.6,
    popup.vars = c(
      "Number of collisions: " = "n_colli"
    ),
    popup.format = list(
      n_colli = list(format = "f", digits = 0)
    )
  ) +
  tm_borders(col = "grey40", lwd = 0.7)

Population data based on HDB

From HDB data, proxy population was counted from total dwelling units. This population will be used as propulsiveness data.

hdb <- read_csv('data/aspatial/hdb.csv')
New names:
Rows: 12442 Columns: 37
── Column specification
──────────────────────────────────────────────────────── Delimiter: "," chr
(18): blk_no, street, residential, commercial, market_hawker, miscellane... dbl
(19): ...1, max_floor_lvl, year_completed, total_dwelling_units, 1room_s...
ℹ Use `spec()` to retrieve the full column specification for this data. ℹ
Specify the column types or set `show_col_types = FALSE` to quiet this message.
• `` -> `...1`
hdb_sf <- hdb %>%
  rename(latitude = lat, 
         longitude = lng) %>%
  select(latitude, longitude, total_dwelling_units) %>%
  st_as_sf(coords = c('longitude','latitude'), 
           crs=4326) %>%
  st_transform(crs = 3414)

Business, Retail, and School Data

Business and retail datasets will be used as attractiveness data.

business <- st_read(dsn = "data/geospatial",
                 layer = "Business") %>%
  st_transform(crs = 3414)
Reading layer `Business' from data source 
  `/Users/michaelberlian/Desktop/SMU Nov/ISSS624 GeoSpatial/ISSS624/Take-Home_Ex/Take-Home_Ex2/data/geospatial' 
  using driver `ESRI Shapefile'
Simple feature collection with 6550 features and 3 fields
Geometry type: POINT
Dimension:     XY
Bounding box:  xmin: 3669.148 ymin: 25408.41 xmax: 47034.83 ymax: 50148.54
Projected CRS: SVY21 / Singapore TM
retail <- st_read(dsn = "data/geospatial",
                  layer = "Retails") %>%
  st_transform(crs = 3414)
Reading layer `Retails' from data source 
  `/Users/michaelberlian/Desktop/SMU Nov/ISSS624 GeoSpatial/ISSS624/Take-Home_Ex/Take-Home_Ex2/data/geospatial' 
  using driver `ESRI Shapefile'
Simple feature collection with 37635 features and 3 fields
Geometry type: POINT
Dimension:     XY
Bounding box:  xmin: 4737.982 ymin: 25171.88 xmax: 48265.04 ymax: 50135.28
Projected CRS: SVY21 / Singapore TM

The geospatial school data will be retrieve using the postal code, by geocoding using onemap API. The General information of school csv will contain the postal code and using the onemap API, it will retrieve and give us the longitude and latitude coordinate of the school. The schools postcode where the API could not retrieve the coordinate will be stored at not_found and later be filled manually.

url <- "https://www.onemap.gov.sg/api/common/elastic/search"

csv <- read_csv('data/aspatial/Generalinformationofschools.csv')
postcodes <- csv$postal_code

found <- data.frame()
not_found <- data.frame()

for(postcode in postcodes){
  query <- list('searchVal'=postcode, 'returnGeom'='Y','getAddrDetails'='Y','pageNum'='1')
  res <- GET(url,query=query)
  
  if((content(res)$found) != 0){
    found <- rbind(found,data.frame(content(res))[4:13])
  } else {
    not_found <- data.frame(postcode)
  }
}
merged <- merge(csv, found, by.x = 'postal_code', by.y = 'results.POSTAL', all = TRUE)
write.csv(merged, file = 'data/aspatial/schools.csv')
write.csv(not_found, file = 'data/aspatial/not_found.csv')
schools <- read_csv(file = 'data/aspatial/schools.csv')
New names:
Rows: 350 Columns: 41
── Column specification
──────────────────────────────────────────────────────── Delimiter: "," chr
(35): school_name, url_address, address, telephone_no, telephone_no_2, f... dbl
(6): ...1, postal_code, results.X, results.Y, results.LATITUDE, results...
ℹ Use `spec()` to retrieve the full column specification for this data. ℹ
Specify the column types or set `show_col_types = FALSE` to quiet this message.
• `` -> `...1`
schools <- schools %>%
  rename(latitude = results.LATITUDE, 
         longitude = results.LONGITUDE) %>%
  select(postal_code, school_name, latitude, longitude)

Transforming the data from longitude and latitude data into geometry

schools_sf <- st_as_sf(schools, 
                       coords = c('longitude','latitude'), 
                       crs=4326) %>%
  st_transform(crs = 3414)

OD Flow

Trip count

Calculating trip count of weekday morning

busTripsDayMorning <- busTrips %>%
  filter(DAY_TYPE == "WEEKDAY", 
         TIME_PER_HOUR >= 6, 
         TIME_PER_HOUR <= 9) %>%
  select(ORIGIN_PT_CODE,DESTINATION_PT_CODE,TOTAL_TRIPS) %>%
  rename(DESTIN_PT_CODE = DESTINATION_PT_CODE)

Creating the Flow Data

Making object to represent bus stop location to a grid

busStops_grid <- st_intersection(busStops, grid) %>%
  select(BUS_STOP_N, grid_id) %>%
  st_drop_geometry()

We are going to change the trips identity from bus stops codes on both origin and destination to grid id as origin grid and destination grid

od_data <- left_join(busTripsDayMorning , busStops_grid,
            by = c("ORIGIN_PT_CODE" = "BUS_STOP_N")) %>%
  rename(ORIGIN_BS = ORIGIN_PT_CODE,
         ORIGIN_GRID = grid_id,
         DESTIN_BS = DESTIN_PT_CODE)

Removing duplicates

duplicate <- od_data %>%
  group_by_all() %>%
  filter(n()>1) %>%
  ungroup()
od_data <- unique(od_data)
od_data <- left_join(od_data , busStops_grid,
            by = c("DESTIN_BS" = "BUS_STOP_N")) 
duplicate <- od_data %>%
  group_by_all() %>%
  filter(n()>1) %>%
  ungroup()
od_data <- unique(od_data)

Grouping the trips based on origin grid and destination grid

od_data <- od_data %>%
  rename(DESTIN_GRID = grid_id) %>%
  drop_na() %>%
  group_by(ORIGIN_GRID, DESTIN_GRID) %>%
  summarise(TRIPS = sum(TOTAL_TRIPS))
write_rds(od_data, "data/rds/od_data.rds")
od_data <- read_rds("data/rds/od_data.rds")

Creating the flow

First, we remove intra zonal flow

od_data1 <- od_data[od_data$ORIGIN_GRID!=od_data$DESTIN_GRID,]
flowLine <- od2line(flow = od_data1, 
                    zones = grid,
                    zone_code = "grid_id")
Creating centroids representing desire line start and end points.

Visualising O-D Flow

O-D Flow unfiltered

unfiltered_flow <- tm_shape(mpsz) +
  tm_polygons(col = 'grey', border.alpha = 0.1) +
tm_shape(grid) +
  tm_polygons() +
flowLine %>%
tm_shape() +
  tm_lines(lwd = "TRIPS",
           style = "quantile",
           scale = c(0.1, 1, 3, 5, 7, 10),
           n = 6,
           alpha = 0.3)

O-D Flow filtered for 10000 or more trips

base_flow <- tm_shape(mpsz) +
  tm_polygons(col = 'grey', border.alpha = 0.1) +
tm_shape(grid) +
  tm_polygons() +
flowLine %>%  
  filter(TRIPS >= 10000) %>%
tm_shape() +
  tm_lines(lwd = "TRIPS",
           style = "quantile",
           scale = c(0.1, 1, 3, 5, 7, 10),
           n = 6,
           alpha = 0.3)

O-D Flow filtered for 30000 or more trips

base3_flow <- tm_shape(mpsz) +
  tm_polygons(col = 'grey', border.alpha = 0.1) +
tm_shape(grid) +
  tm_polygons() +
flowLine %>%  
  filter(TRIPS >= 30000) %>%
tm_shape() +
  tm_lines(lwd = "TRIPS",
           style = "quantile",
           scale = c(3, 5, 7, 10),
           n = 4,
           alpha = 0.3)
tmap_arrange(unfiltered_flow, base_flow, base3_flow,
          ncol = 2,
          nrow = 2)
Legend labels were too wide. Therefore, legend.text.size has been set to 0.38. Increase legend.width (argument of tm_layout) to make the legend wider and therefore the labels larger.
Warning in g$scale * (x/maxW): longer object length is not a multiple of
shorter object length
Legend labels were too wide. Therefore, legend.text.size has been set to 0.38. Increase legend.width (argument of tm_layout) to make the legend wider and therefore the labels larger.
Legend labels were too wide. Therefore, legend.text.size has been set to 0.57. Increase legend.width (argument of tm_layout) to make the legend wider and therefore the labels larger.

Can be seen the plot above that the more distance between grid the less amount of trips were made between the grid. majority of the intense and crowded trips are clustered into similar places and short distanced.

Spatial Interaction Model Data Preparation

Propulsiveness Data Wrangling

There will be 3 propulsiveness variable embedded into the origin grid, they are:

  1. Population per grid

    total number of dwelling will be a representation of the number of population in the grid

    grid_prop <- st_join(hdb_sf,grid, join = st_within) %>%
      select(total_dwelling_units, grid_id) %>%
      st_drop_geometry() %>%
      rename(POPULATION_COUNT = total_dwelling_units)
    grid_prop <- grid %>%
      left_join(grid_prop, by = c('grid_id' = 'grid_id')) 
    
    grid_prop$POPULATION_COUNT <- ifelse(
      is.na(grid_prop$POPULATION_COUNT),
      0.99, grid_prop$POPULATION_COUNT)
    
    grid_prop$POPULATION_COUNT <- ifelse(
      grid_prop$POPULATION_COUNT == 0,
      0.99, grid_prop$POPULATION_COUNT)
    
    grid_prop <- grid_prop %>%
      group_by(grid_id, n_colli) %>%
      summarise(POPULATION_COUNT = sum(POPULATION_COUNT))
  2. Number of HDB per grid

    Number of HDB per grid will be counted by using intersection between HDB point with the grid hexagonal polygon

    grid_prop$HDB_COUNT <- lengths (
      st_intersects(
        grid,hdb_sf))
    
    grid_prop$HDB_COUNT <- ifelse(
      grid_prop$HDB_COUNT == 0,
      0.99, grid_prop$HDB_COUNT)
  3. Number of Bus Station per grid

    Number of bus station per grid will be using the number of collision computed previously when previewing the hexagons

    grid_prop <- grid_prop %>%
      st_drop_geometry() %>%
      rename(BUS_N = n_colli)
    
    grid_prop$BUS_N <- ifelse(
      grid_prop$BUS_N == 0,
      0.99, grid_prop$BUS_N)
    write_rds(grid_prop,'data/rds/grid_prop.rds')
    grid_prop <- read_rds('data/rds/grid_prop.rds')

Putting all the propulsiveness variable into flow data

flowLine <- flowLine %>%
left_join(grid_prop, by = c('ORIGIN_GRID' = 'grid_id'))
grid_plot <- grid %>%
  select(grid_id) %>%
  left_join(grid_prop)
Joining with `by = join_by(grid_id)`
plot_pop <- tm_shape(mpsz) +
  tm_polygons(col = 'grey', border.alpha = 0.1) +
tm_shape(grid_plot) +
  tm_fill(
    col = "POPULATION_COUNT",
    palette = "Blues",
    style = "cont",
    title = "Population",
    id = "grid_id",
    showNA = FALSE,
    alpha = 0.6,
  ) +
  tm_borders(col = "grey40", lwd = 0.7) +
flowLine %>%  
  filter(TRIPS >= 10000) %>%
tm_shape() +
  tm_lines(lwd = "TRIPS",
           style = "quantile",
           scale = c(0.1, 1, 3, 5, 7, 10),
           n = 6,
           alpha = 0.3) +
  tm_layout(legend.text.size = 0.35)


plot_hdb <- tm_shape(mpsz) +
  tm_polygons(col = 'grey', border.alpha = 0.1) +
tm_shape(grid_plot) +
  tm_fill(
    col = "HDB_COUNT",
    palette = "Blues",
    style = "cont",
    title = "Number of HDB",
    id = "grid_id",
    showNA = FALSE,
    alpha = 0.6,
  ) +
  tm_borders(col = "grey40", lwd = 0.7) +
flowLine %>%  
  filter(TRIPS >= 10000) %>%
tm_shape() +
  tm_lines(lwd = "TRIPS",
           style = "quantile",
           scale = c(0.1, 1, 3, 5, 7, 10),
           n = 6,
           alpha = 0.3) +
  tm_layout(legend.text.size = 0.35)

plot_bus <- tm_shape(mpsz) +
  tm_polygons(col = 'grey', border.alpha = 0.1) +
tm_shape(grid_plot) +
  tm_fill(
    col = "BUS_N",
    palette = "Blues",
    style = "cont",
    title = "Number of Bus Stop",
    id = "grid_id",
    showNA = FALSE,
    alpha = 0.6,
  ) +
  tm_borders(col = "grey40", lwd = 0.7) +
flowLine %>%  
  filter(TRIPS >= 10000) %>%
tm_shape() +
  tm_lines(lwd = "TRIPS",
           style = "quantile",
           scale = c(0.1, 1, 3, 5, 7, 10),
           n = 6,
           alpha = 0.3) +
  tm_layout(legend.text.size = 0.35)
tmap_mode("plot")
tmap mode set to plotting
tmap_arrange(base_flow, plot_pop, plot_hdb, plot_bus,
            ncol=2, nrow=2)
Warning in g$scale * (x/maxW): longer object length is not a multiple of
shorter object length
Legend labels were too wide. Therefore, legend.text.size has been set to 0.38. Increase legend.width (argument of tm_layout) to make the legend wider and therefore the labels larger.
Warning in g$scale * (x/maxW): longer object length is not a multiple of
shorter object length

Warning in g$scale * (x/maxW): longer object length is not a multiple of
shorter object length

Warning in g$scale * (x/maxW): longer object length is not a multiple of
shorter object length

Can be seen from the plots, the trips are concentrated on the grid where there is attribute variable such as population and hdb. However, the number of bus stop cant really seen as either push or pull factor since there are some grid with a number of bus stop however don’t have much trips.

Attractiveness Data Wrangling

There will be 3 attractiveness variable embedded into the destination grid, they are:

  1. Number of School per grid

    Number of School per grid will be counted by using intersection between school point with the grid hexagonal polygon

    grid_att <- grid %>%
      select (-c(n_colli)) %>%
      st_drop_geometry()
    grid_att$SCHOOL_COUNT <- lengths(
      st_intersects(grid,schools_sf)
    )
    
    grid_att$SCHOOL_COUNT <- ifelse(
      grid_att$SCHOOL_COUNT == 0,
      0.99, grid_att$SCHOOL_COUNT)
  2. Number of Business per grid

    Number of Business per grid will be counted by using intersection between business point with the grid hexagonal polygon

    grid_att$BUSINESS_COUNT <- lengths(
      st_intersects(grid,business)
    )
    
    grid_att$BUSINESS_COUNT <- ifelse(
      grid_att$BUSINESS_COUNT == 0,
      0.99, grid_att$BUSINESS_COUNT)
  3. Number of Retail per grid

    Number of Retail per grid will be counted by using intersection between retail point with the grid hexagonal polygon

    grid_att$RETAIL_COUNT <- lengths(
      st_intersects(grid,retail)
    )
    
    grid_att$RETAIL_COUNT <- ifelse(
      grid_att$RETAIL_COUNT == 0,
      0.99, grid_att$RETAIL_COUNT
    )
    write_rds(grid_att, "data/rds/grid_att.rds") 
    grid_att <- read_rds('data/rds/grid_att.rds')

Putting all the attractiveness variable into flow data

flowLine <- flowLine %>%
left_join(grid_att, by = c('DESTIN_GRID' = 'grid_id'))
grid_plot <- grid %>%
  select(grid_id) %>%
  left_join(grid_att)
Joining with `by = join_by(grid_id)`
plot_business <- tm_shape(mpsz) +
  tm_polygons(col = 'grey', border.alpha = 0.1) +
tm_shape(grid_plot) +
  tm_fill(
    col = "BUSINESS_COUNT",
    palette = "Blues",
    style = "cont",
    title = "Number of Business",
    id = "grid_id",
    showNA = FALSE,
    alpha = 0.6,
  ) +
  tm_borders(col = "grey40", lwd = 0.7) +
flowLine %>%  
  filter(TRIPS >= 10000) %>%
tm_shape() +
  tm_lines(lwd = "TRIPS",
           style = "quantile",
           scale = c(0.1, 1, 3, 5, 7, 10),
           n = 6,
           alpha = 0.3) +
  tm_layout(legend.text.size = 0.35)


plot_retail <- tm_shape(mpsz) +
  tm_polygons(col = 'grey', border.alpha = 0.1) +
tm_shape(grid_plot) +
  tm_fill(
    col = "RETAIL_COUNT",
    palette = "Blues",
    style = "cont",
    title = "Number of Retail Store",
    id = "grid_id",
    showNA = FALSE,
    alpha = 0.6,
  ) +
  tm_borders(col = "grey40", lwd = 0.7) +
flowLine %>%  
  filter(TRIPS >= 10000) %>%
tm_shape() +
  tm_lines(lwd = "TRIPS",
           style = "quantile",
           scale = c(0.1, 1, 3, 5, 7, 10),
           n = 6,
           alpha = 0.3) +
  tm_layout(legend.text.size = 0.35)

plot_school <- tm_shape(mpsz) +
  tm_polygons(col = 'grey', border.alpha = 0.1) +
tm_shape(grid_plot) +
  tm_fill(
    col = "SCHOOL_COUNT",
    palette = "Blues",
    style = "cont",
    title = "Number of School",
    id = "grid_id",
    showNA = FALSE,
    alpha = 0.6,
  ) +
  tm_borders(col = "grey40", lwd = 0.7) +
flowLine %>%  
  filter(TRIPS >= 10000) %>%
tm_shape() +
  tm_lines(lwd = "TRIPS",
           style = "quantile",
           scale = c(0.1, 1, 3, 5, 7, 10),
           n = 6,
           alpha = 0.3) +
  tm_layout(legend.text.size = 0.35)
tmap_mode("plot")
tmap mode set to plotting
tmap_arrange(base_flow, plot_business, plot_retail, plot_school,
            ncol=2, nrow=2)
Warning in g$scale * (x/maxW): longer object length is not a multiple of
shorter object length
Legend labels were too wide. Therefore, legend.text.size has been set to 0.38. Increase legend.width (argument of tm_layout) to make the legend wider and therefore the labels larger.
Warning in g$scale * (x/maxW): longer object length is not a multiple of
shorter object length

Warning in g$scale * (x/maxW): longer object length is not a multiple of
shorter object length

Warning in g$scale * (x/maxW): longer object length is not a multiple of
shorter object length

On the above plots, can be seen the flow of bus trips. On the right bottom, can be seen that grid that has a lot of flow would also have some number of school in it as well. On the other hand, on the business and retail plot, the similar cannot be seen.

Calculating the distance between grid

Making the grids into spatial and contain column grid id and the geometery

grid_sp <- grid %>%
  select (-c(n_colli)) %>%
  as('Spatial')
grid_sp

Using spDists function of sp package to calculate the distance between polygon centroid creating a matrix

dist <- spDists(grid_sp, 
                longlat = FALSE)

head(dist, n=c(10, 10))

Getting the grid_id to label the matrix column and row

grid_ids <- grid_sp$grid_id
colnames(dist) <- paste0(grid_ids)
rownames(dist) <- paste0(grid_ids)

Using melt to transfrom the matrix into column based for easier join with the main flow data

distPair <- melt(dist) %>%
  rename(dist = value)
head(distPair, 10)

View the summary of distPair and then change the minimum value of 0 to 50 for the intra-zonal distance to prevent error in modelling.

distPair %>%
  filter(dist > 0) %>%
  summary()

distPair$dist <- ifelse(distPair$dist == 0,
                        50, distPair$dist)

distPair <- distPair %>%
  rename(orig = Var1,
         dest = Var2)
write_rds(distPair, "data/rds/distPair.rds") 
distPair <- read_rds('data/rds/distPair.rds')
summary(distPair)
      orig           dest           dist      
 Min.   :  23   Min.   :  23   Min.   :   50  
 1st Qu.: 871   1st Qu.: 871   1st Qu.: 8250  
 Median :1326   Median :1326   Median :13269  
 Mean   :1270   Mean   :1270   Mean   :14118  
 3rd Qu.:1689   3rd Qu.:1689   3rd Qu.:18929  
 Max.   :2505   Max.   :2505   Max.   :44680  

getting the distance column into flow data

flowLine <- flowLine %>%
left_join(distPair, by = c('DESTIN_GRID' = 'dest', 'ORIGIN_GRID' = 'orig'))

Saving the flow data after combining all the needed variable

write_rds(flowLine, "data/rds/flowData.rds") 
flowData <- read_rds("data/rds/flowData.rds")
flowData$ORIGIN_GRID <- as.factor(flowData$ORIGIN_GRID)
flowData$DESTIN_GRID <- as.factor(flowData$DESTIN_GRID)

Building Spatial Interaction Models

Unconstrained Model

uncSIM <- glm(formula = TRIPS ~ 
                log(POPULATION_COUNT) +
                log(HDB_COUNT) +
                log(BUS_N) +
                log(BUSINESS_COUNT) +
                log(RETAIL_COUNT) +
                log(SCHOOL_COUNT) +
                log(dist),
              family = poisson(link = "log"),
              data = flowData,
              na.action = na.exclude)
summary(uncSIM)

Call:
glm(formula = TRIPS ~ log(POPULATION_COUNT) + log(HDB_COUNT) + 
    log(BUS_N) + log(BUSINESS_COUNT) + log(RETAIL_COUNT) + log(SCHOOL_COUNT) + 
    log(dist), family = poisson(link = "log"), data = flowData, 
    na.action = na.exclude)

Coefficients:
                        Estimate Std. Error z value Pr(>|z|)    
(Intercept)           15.2364998  0.0021250  7170.1   <2e-16 ***
log(POPULATION_COUNT) -0.1090088  0.0002404  -453.5   <2e-16 ***
log(HDB_COUNT)         0.5850673  0.0005034  1162.3   <2e-16 ***
log(BUS_N)             0.3287501  0.0005066   649.0   <2e-16 ***
log(BUSINESS_COUNT)   -0.0338775  0.0001751  -193.5   <2e-16 ***
log(RETAIL_COUNT)      0.2298522  0.0001363  1686.8   <2e-16 ***
log(SCHOOL_COUNT)      0.2507692  0.0006293   398.5   <2e-16 ***
log(dist)             -1.4478567  0.0002499 -5794.8   <2e-16 ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for poisson family taken to be 1)

    Null deviance: 99139891  on 64943  degrees of freedom
Residual deviance: 49663447  on 64936  degrees of freedom
AIC: 50017525

Number of Fisher Scoring iterations: 6

From the above model can be concluded that distance, destiantion business count, and origin population count are not the positive driver of the flow. HDB count and number of bus stop are the propulsiveness variable that increase the flow out. Also, retail count and school count are the attraction variable that contribute to in flow of the grid.

Origin Constrained Model

orcSIM <- glm(formula = TRIPS ~ 
                ORIGIN_GRID +
                log(BUSINESS_COUNT) +
                log(RETAIL_COUNT) +
                log(SCHOOL_COUNT) +
                log(dist),
              family = poisson(link = "log"),
              data = flowData,
              na.action = na.exclude)
summary(orcSIM)

Call:
glm(formula = TRIPS ~ ORIGIN_GRID + log(BUSINESS_COUNT) + log(RETAIL_COUNT) + 
    log(SCHOOL_COUNT) + log(dist), family = poisson(link = "log"), 
    data = flowData, na.action = na.exclude)

Coefficients:
                      Estimate Std. Error   z value Pr(>|z|)    
(Intercept)         13.9765440  0.1291105   108.253  < 2e-16 ***
ORIGIN_GRID44        0.7684231  0.1914820     4.013 5.99e-05 ***
ORIGIN_GRID46       -0.9773349  0.1597337    -6.119 9.44e-10 ***
ORIGIN_GRID66       -0.0792765  0.1833425    -0.432 0.665454    
ORIGIN_GRID67        1.1506930  0.1316972     8.737  < 2e-16 ***
ORIGIN_GRID68       -1.0111426  0.1783728    -5.669 1.44e-08 ***
ORIGIN_GRID86        0.0656379  0.1524520     0.431 0.666797    
ORIGIN_GRID87        1.8163141  0.1491708    12.176  < 2e-16 ***
ORIGIN_GRID88        1.9687758  0.1304761    15.089  < 2e-16 ***
ORIGIN_GRID89        0.0228983  0.1383056     0.166 0.868501    
ORIGIN_GRID90       -0.7480958  0.1796953    -4.163 3.14e-05 ***
ORIGIN_GRID109      -0.0002799  0.1570520    -0.002 0.998578    
ORIGIN_GRID110       0.1053298  0.1511231     0.697 0.485815    
ORIGIN_GRID111       3.0711208  0.1295872    23.699  < 2e-16 ***
ORIGIN_GRID112      -0.6613844  0.1463034    -4.521 6.17e-06 ***
ORIGIN_GRID128       2.5012165  0.1311763    19.068  < 2e-16 ***
ORIGIN_GRID129      -0.5349166  0.2211863    -2.418 0.015589 *  
ORIGIN_GRID130       0.6065748  0.1395223     4.348 1.38e-05 ***
ORIGIN_GRID131       0.7973615  0.1329682     5.997 2.01e-09 ***
ORIGIN_GRID132      -0.2797665  0.1398113    -2.001 0.045389 *  
ORIGIN_GRID133      -0.1349505  0.1356188    -0.995 0.319701    
ORIGIN_GRID134       2.1617189  0.1313470    16.458  < 2e-16 ***
ORIGIN_GRID150       2.7213001  0.1306013    20.837  < 2e-16 ***
ORIGIN_GRID151      -0.2018201  0.1457077    -1.385 0.166021    
ORIGIN_GRID152      -0.8015523  0.1533445    -5.227 1.72e-07 ***
ORIGIN_GRID153       0.5486398  0.1358701     4.038 5.39e-05 ***
ORIGIN_GRID154       3.0593559  0.1293996    23.643  < 2e-16 ***
ORIGIN_GRID155      -0.0529506  0.1339435    -0.395 0.692606    
ORIGIN_GRID156       0.6922691  0.1362593     5.081 3.76e-07 ***
ORIGIN_GRID172       1.4450130  0.1440961    10.028  < 2e-16 ***
ORIGIN_GRID174       0.3648280  0.1373964     2.655 0.007924 ** 
ORIGIN_GRID175       2.4760745  0.1294931    19.121  < 2e-16 ***
ORIGIN_GRID176       3.6176620  0.1292307    27.994  < 2e-16 ***
ORIGIN_GRID195      -0.5376195  0.1513783    -3.551 0.000383 ***
ORIGIN_GRID196      -0.0520062  0.1348693    -0.386 0.699790    
ORIGIN_GRID197      -1.4211942  0.1866742    -7.613 2.67e-14 ***
ORIGIN_GRID215       0.3770284  0.1555125     2.424 0.015333 *  
ORIGIN_GRID216       3.8460753  0.1291908    29.771  < 2e-16 ***
ORIGIN_GRID217       1.2933519  0.1308273     9.886  < 2e-16 ***
ORIGIN_GRID237      -1.3324993  0.2126895    -6.265 3.73e-10 ***
ORIGIN_GRID238      -0.5640470  0.1486611    -3.794 0.000148 ***
ORIGIN_GRID239      -0.2918699  0.1936458    -1.507 0.131750    
ORIGIN_GRID257      -0.2890299  0.1415359    -2.042 0.041142 *  
ORIGIN_GRID258       0.7185764  0.1322209     5.435 5.49e-08 ***
ORIGIN_GRID259       0.5402539  0.1352553     3.994 6.49e-05 ***
ORIGIN_GRID278       1.5300337  0.1337343    11.441  < 2e-16 ***
ORIGIN_GRID279      -0.5516916  0.1366360    -4.038 5.40e-05 ***
ORIGIN_GRID280      -0.0440561  0.1377685    -0.320 0.749133    
ORIGIN_GRID298      -3.1464831  0.3994027    -7.878 3.33e-15 ***
ORIGIN_GRID299      -0.4276136  0.1402104    -3.050 0.002290 ** 
ORIGIN_GRID300       2.7167339  0.1293646    21.001  < 2e-16 ***
ORIGIN_GRID320       0.0248543  0.1383498     0.180 0.857429    
ORIGIN_GRID321       0.0104871  0.1491711     0.070 0.943953    
ORIGIN_GRID322       0.9420009  0.1351684     6.969 3.19e-12 ***
ORIGIN_GRID340       1.2805259  0.1319434     9.705  < 2e-16 ***
ORIGIN_GRID341      -0.2418298  0.1368475    -1.767 0.077204 .  
ORIGIN_GRID342       0.7735875  0.1352261     5.721 1.06e-08 ***
ORIGIN_GRID363       1.2541491  0.1346064     9.317  < 2e-16 ***
ORIGIN_GRID364       0.8950778  0.1318340     6.789 1.13e-11 ***
ORIGIN_GRID383       0.5871601  0.1327525     4.423 9.74e-06 ***
ORIGIN_GRID384      -0.5970355  0.1383278    -4.316 1.59e-05 ***
ORIGIN_GRID385       0.6870992  0.1373435     5.003 5.65e-07 ***
ORIGIN_GRID404       1.5952175  0.1323334    12.055  < 2e-16 ***
ORIGIN_GRID405       0.1907062  0.1397524     1.365 0.172379    
ORIGIN_GRID406       4.5256011  0.1291158    35.051  < 2e-16 ***
ORIGIN_GRID407       0.7849497  0.1348882     5.819 5.91e-09 ***
ORIGIN_GRID408       1.6567629  0.1306062    12.685  < 2e-16 ***
ORIGIN_GRID425      -1.2500682  0.1648990    -7.581 3.43e-14 ***
ORIGIN_GRID426       0.5208907  0.1326259     3.928 8.58e-05 ***
ORIGIN_GRID427      -0.6402882  0.1360658    -4.706 2.53e-06 ***
ORIGIN_GRID428      -0.4913223  0.1490683    -3.296 0.000981 ***
ORIGIN_GRID429       2.2570194  0.1302444    17.329  < 2e-16 ***
ORIGIN_GRID446       0.2724124  0.1419926     1.918 0.055048 .  
ORIGIN_GRID447      -0.0833070  0.1354790    -0.615 0.538616    
ORIGIN_GRID448       0.4939435  0.1319119     3.744 0.000181 ***
ORIGIN_GRID449       3.2519135  0.1292322    25.163  < 2e-16 ***
ORIGIN_GRID450       1.5295841  0.1302758    11.741  < 2e-16 ***
ORIGIN_GRID468       0.6400111  0.1327321     4.822 1.42e-06 ***
ORIGIN_GRID469       1.4263896  0.1299728    10.975  < 2e-16 ***
ORIGIN_GRID470       3.6870522  0.1291646    28.545  < 2e-16 ***
ORIGIN_GRID471       2.5088644  0.1299130    19.312  < 2e-16 ***
ORIGIN_GRID488       0.3992764  0.1405411     2.841 0.004497 ** 
ORIGIN_GRID489      -2.0108838  0.2073191    -9.699  < 2e-16 ***
ORIGIN_GRID490       1.9231952  0.1296728    14.831  < 2e-16 ***
ORIGIN_GRID491       2.5058302  0.1293133    19.378  < 2e-16 ***
ORIGIN_GRID493      -2.3692195  0.2236044   -10.596  < 2e-16 ***
ORIGIN_GRID494      -0.2842406  0.1451581    -1.958 0.050213 .  
ORIGIN_GRID509       0.4255488  0.1342196     3.171 0.001522 ** 
ORIGIN_GRID510       0.8454948  0.1315572     6.427 1.30e-10 ***
ORIGIN_GRID511       1.5812696  0.1295620    12.205  < 2e-16 ***
ORIGIN_GRID512       4.1733558  0.1291267    32.320  < 2e-16 ***
ORIGIN_GRID513       1.0755280  0.1313929     8.186 2.71e-16 ***
ORIGIN_GRID514       0.4664122  0.1348360     3.459 0.000542 ***
ORIGIN_GRID515      -1.7712166  0.1998033    -8.865  < 2e-16 ***
ORIGIN_GRID530      -0.3105148  0.1562605    -1.987 0.046905 *  
ORIGIN_GRID531       0.9942435  0.1305338     7.617 2.60e-14 ***
ORIGIN_GRID532       0.1718737  0.1316314     1.306 0.191648    
ORIGIN_GRID533       3.9723435  0.1291268    30.763  < 2e-16 ***
ORIGIN_GRID534       4.2513025  0.1291359    32.921  < 2e-16 ***
ORIGIN_GRID536       1.0905977  0.1316419     8.285  < 2e-16 ***
ORIGIN_GRID537      -1.2251376  0.1796958    -6.818 9.24e-12 ***
ORIGIN_GRID538      -1.1067249  0.2492394    -4.440 8.98e-06 ***
ORIGIN_GRID539      -1.7465271  1.0082983    -1.732 0.083246 .  
ORIGIN_GRID551      -0.1763549  0.1395791    -1.263 0.206418    
ORIGIN_GRID552       1.2531071  0.1341148     9.344  < 2e-16 ***
ORIGIN_GRID553       0.6494996  0.1302690     4.986 6.17e-07 ***
ORIGIN_GRID554       3.8654503  0.1291358    29.933  < 2e-16 ***
ORIGIN_GRID555       3.5940393  0.1292680    27.803  < 2e-16 ***
ORIGIN_GRID559      -0.5239220  0.1645669    -3.184 0.001454 ** 
ORIGIN_GRID560       1.5971308  0.1368330    11.672  < 2e-16 ***
ORIGIN_GRID561      -4.2054716  1.0082983    -4.171 3.03e-05 ***
ORIGIN_GRID572      -3.4712777  0.5163966    -6.722 1.79e-11 ***
ORIGIN_GRID573      -0.0436274  0.1359062    -0.321 0.748202    
ORIGIN_GRID574       0.4346283  0.1342457     3.238 0.001206 ** 
ORIGIN_GRID575       4.7600977  0.1291050    36.870  < 2e-16 ***
ORIGIN_GRID576       3.3446462  0.1291762    25.892  < 2e-16 ***
ORIGIN_GRID578      -1.2399445  0.1639198    -7.564 3.90e-14 ***
ORIGIN_GRID582      -0.7223553  0.1662965    -4.344 1.40e-05 ***
ORIGIN_GRID583      -1.1351856  0.4281733    -2.651 0.008020 ** 
ORIGIN_GRID584       1.6295873  0.1393847    11.691  < 2e-16 ***
ORIGIN_GRID593      -0.0783045  0.1382406    -0.566 0.571097    
ORIGIN_GRID594       1.1061407  0.1315432     8.409  < 2e-16 ***
ORIGIN_GRID595       0.4051409  0.1304627     3.105 0.001900 ** 
ORIGIN_GRID596       3.2265317  0.1291544    24.982  < 2e-16 ***
ORIGIN_GRID597       0.1005865  0.1413785     0.711 0.476793    
ORIGIN_GRID603      -0.5912710  0.1703269    -3.471 0.000518 ***
ORIGIN_GRID604      -0.2579964  0.2380458    -1.084 0.278449    
ORIGIN_GRID615      -0.8681116  0.1375050    -6.313 2.73e-10 ***
ORIGIN_GRID616       0.1263083  0.1329079     0.950 0.341937    
ORIGIN_GRID617       0.9318654  0.1303623     7.148 8.79e-13 ***
ORIGIN_GRID618       3.7351571  0.1291385    28.924  < 2e-16 ***
ORIGIN_GRID620       0.8097545  0.1325821     6.108 1.01e-09 ***
ORIGIN_GRID637      -0.3410724  0.1357657    -2.512 0.011998 *  
ORIGIN_GRID638       3.2412575  0.1291503    25.097  < 2e-16 ***
ORIGIN_GRID657       1.1516258  0.1301528     8.848  < 2e-16 ***
ORIGIN_GRID658       2.5173279  0.1292378    19.478  < 2e-16 ***
ORIGIN_GRID659       2.9172839  0.1291949    22.580  < 2e-16 ***
ORIGIN_GRID660       3.8421557  0.1291269    29.755  < 2e-16 ***
ORIGIN_GRID662       3.7994467  0.1292723    29.391  < 2e-16 ***
ORIGIN_GRID677       1.1892801  0.1310641     9.074  < 2e-16 ***
ORIGIN_GRID678      -1.0250431  0.1376539    -7.447 9.58e-14 ***
ORIGIN_GRID679       3.6864777  0.1291339    28.548  < 2e-16 ***
ORIGIN_GRID680       3.6503530  0.1291338    28.268  < 2e-16 ***
ORIGIN_GRID681       2.7535477  0.1293472    21.288  < 2e-16 ***
ORIGIN_GRID699       0.6614550  0.1310316     5.048 4.46e-07 ***
ORIGIN_GRID700       2.6875312  0.1292230    20.798  < 2e-16 ***
ORIGIN_GRID701       2.9132168  0.1292246    22.544  < 2e-16 ***
ORIGIN_GRID702       3.6511660  0.1291321    28.275  < 2e-16 ***
ORIGIN_GRID704       0.6674723  0.1330688     5.016 5.28e-07 ***
ORIGIN_GRID722       0.7596605  0.1304098     5.825 5.71e-09 ***
ORIGIN_GRID725       0.1085660  0.1352568     0.803 0.422168    
ORIGIN_GRID741       1.2288225  0.1301239     9.443  < 2e-16 ***
ORIGIN_GRID743       1.0988470  0.1296841     8.473  < 2e-16 ***
ORIGIN_GRID744       3.1195776  0.1291621    24.152  < 2e-16 ***
ORIGIN_GRID761       0.7515257  0.1320634     5.691 1.27e-08 ***
ORIGIN_GRID762       2.7642734  0.1292789    21.382  < 2e-16 ***
ORIGIN_GRID763      -0.3463356  0.1319193    -2.625 0.008656 ** 
ORIGIN_GRID764       3.4953296  0.1291303    27.068  < 2e-16 ***
ORIGIN_GRID765       3.0368797  0.1293461    23.479  < 2e-16 ***
ORIGIN_GRID767       4.4368524  0.1291369    34.358  < 2e-16 ***
ORIGIN_GRID772      -0.9390937  0.1502751    -6.249 4.13e-10 ***
ORIGIN_GRID784      -0.3783383  0.1318429    -2.870 0.004110 ** 
ORIGIN_GRID785       2.7568236  0.1291577    21.345  < 2e-16 ***
ORIGIN_GRID786       2.3325770  0.1292265    18.050  < 2e-16 ***
ORIGIN_GRID787       3.1546050  0.1292829    24.401  < 2e-16 ***
ORIGIN_GRID788       3.6242621  0.1291909    28.054  < 2e-16 ***
ORIGIN_GRID789       2.4441528  0.1294942    18.875  < 2e-16 ***
ORIGIN_GRID803      -0.8783255  0.1396654    -6.289 3.20e-10 ***
ORIGIN_GRID804       3.5990719  0.1291488    27.868  < 2e-16 ***
ORIGIN_GRID805       3.3654764  0.1291302    26.063  < 2e-16 ***
ORIGIN_GRID806       2.9748160  0.1291558    23.033  < 2e-16 ***
ORIGIN_GRID807       3.8545310  0.1291538    29.845  < 2e-16 ***
ORIGIN_GRID808       2.2142129  0.1295448    17.092  < 2e-16 ***
ORIGIN_GRID809       3.9516019  0.1291310    30.601  < 2e-16 ***
ORIGIN_GRID810       3.4780520  0.1292061    26.919  < 2e-16 ***
ORIGIN_GRID814       0.7084774  0.1318459     5.374 7.72e-08 ***
ORIGIN_GRID824       0.0917176  0.1347027     0.681 0.495942    
ORIGIN_GRID826       1.1994916  0.1294704     9.265  < 2e-16 ***
ORIGIN_GRID827       3.2343603  0.1291419    25.045  < 2e-16 ***
ORIGIN_GRID828       3.2908762  0.1291382    25.483  < 2e-16 ***
ORIGIN_GRID829       3.4270612  0.1291628    26.533  < 2e-16 ***
ORIGIN_GRID830       3.5669595  0.1291823    27.612  < 2e-16 ***
ORIGIN_GRID831       4.2342053  0.1291178    32.793  < 2e-16 ***
ORIGIN_GRID832       3.4851030  0.1292231    26.970  < 2e-16 ***
ORIGIN_GRID835       0.5433101  0.1322964     4.107 4.01e-05 ***
ORIGIN_GRID844      -0.9238748  0.1491715    -6.193 5.89e-10 ***
ORIGIN_GRID846       2.6727897  0.1291912    20.689  < 2e-16 ***
ORIGIN_GRID847       1.5684545  0.1294051    12.120  < 2e-16 ***
ORIGIN_GRID848       2.6939796  0.1291740    20.855  < 2e-16 ***
ORIGIN_GRID849       2.0316486  0.1293087    15.712  < 2e-16 ***
ORIGIN_GRID850       2.8737193  0.1291976    22.243  < 2e-16 ***
ORIGIN_GRID851       3.4052953  0.1291502    26.367  < 2e-16 ***
ORIGIN_GRID852       3.0341615  0.1292237    23.480  < 2e-16 ***
ORIGIN_GRID853       4.9841247  0.1291357    38.596  < 2e-16 ***
ORIGIN_GRID854       0.7477594  0.1315637     5.684 1.32e-08 ***
ORIGIN_GRID855      -0.2900840  0.1363671    -2.127 0.033401 *  
ORIGIN_GRID856       1.3287530  0.1303555    10.193  < 2e-16 ***
ORIGIN_GRID866       0.7309248  0.1318861     5.542 2.99e-08 ***
ORIGIN_GRID867       1.3808131  0.1296258    10.652  < 2e-16 ***
ORIGIN_GRID868       0.6932019  0.1303361     5.319 1.05e-07 ***
ORIGIN_GRID869       3.1577836  0.1292211    24.437  < 2e-16 ***
ORIGIN_GRID870       3.7235441  0.1291192    28.838  < 2e-16 ***
ORIGIN_GRID871       3.3391583  0.1292076    25.843  < 2e-16 ***
ORIGIN_GRID872       1.4956290  0.1295552    11.544  < 2e-16 ***
ORIGIN_GRID873       1.9428957  0.1294585    15.008  < 2e-16 ***
ORIGIN_GRID874       2.1991952  0.1293220    17.006  < 2e-16 ***
ORIGIN_GRID875      -1.0868563  0.1450914    -7.491 6.84e-14 ***
ORIGIN_GRID876       0.0905596  0.1327948     0.682 0.495270    
ORIGIN_GRID877      -0.4699555  0.1350567    -3.480 0.000502 ***
ORIGIN_GRID887       1.1309543  0.1297569     8.716  < 2e-16 ***
ORIGIN_GRID888       2.4955820  0.1292645    19.306  < 2e-16 ***
ORIGIN_GRID889      -0.4726342  0.1329313    -3.555 0.000377 ***
ORIGIN_GRID890       3.3313858  0.1291368    25.797  < 2e-16 ***
ORIGIN_GRID891       2.3570810  0.1295472    18.195  < 2e-16 ***
ORIGIN_GRID893       3.4547386  0.1291448    26.751  < 2e-16 ***
ORIGIN_GRID894       1.6522429  0.1295016    12.758  < 2e-16 ***
ORIGIN_GRID895       1.1325532  0.1299565     8.715  < 2e-16 ***
ORIGIN_GRID896       0.3806068  0.1323531     2.876 0.004031 ** 
ORIGIN_GRID897      -1.2053833  0.1429653    -8.431  < 2e-16 ***
ORIGIN_GRID898       0.5180222  0.1327913     3.901 9.58e-05 ***
ORIGIN_GRID908       2.1533467  0.1296273    16.612  < 2e-16 ***
ORIGIN_GRID909       2.5394553  0.1292043    19.655  < 2e-16 ***
ORIGIN_GRID910       0.5050959  0.1301211     3.882 0.000104 ***
ORIGIN_GRID911       1.8236293  0.1293734    14.096  < 2e-16 ***
ORIGIN_GRID912       3.0384774  0.1291524    23.526  < 2e-16 ***
ORIGIN_GRID915       3.3874505  0.1291539    26.228  < 2e-16 ***
ORIGIN_GRID917       2.8663517  0.1292772    22.172  < 2e-16 ***
ORIGIN_GRID918      -0.6503052  0.1348102    -4.824 1.41e-06 ***
ORIGIN_GRID919       2.4557763  0.1294014    18.978  < 2e-16 ***
ORIGIN_GRID928       1.5215075  0.1297395    11.727  < 2e-16 ***
ORIGIN_GRID929       2.9171676  0.1291600    22.586  < 2e-16 ***
ORIGIN_GRID930       3.6115724  0.1291202    27.971  < 2e-16 ***
ORIGIN_GRID931       0.5518266  0.1301709     4.239 2.24e-05 ***
ORIGIN_GRID932       1.0078177  0.1302945     7.735 1.03e-14 ***
ORIGIN_GRID933       2.8739501  0.1292011    22.244  < 2e-16 ***
ORIGIN_GRID934       0.2999646  0.1305068     2.298 0.021536 *  
ORIGIN_GRID935       4.0195619  0.1291192    31.131  < 2e-16 ***
ORIGIN_GRID938      -3.0235505  0.2813638   -10.746  < 2e-16 ***
ORIGIN_GRID939       4.1142399  0.1291368    31.860  < 2e-16 ***
ORIGIN_GRID940      -0.7169034  0.1473640    -4.865 1.15e-06 ***
ORIGIN_GRID949       1.2262331  0.1297327     9.452  < 2e-16 ***
ORIGIN_GRID950       3.2680005  0.1291714    25.300  < 2e-16 ***
ORIGIN_GRID951       4.0704084  0.1291123    31.526  < 2e-16 ***
ORIGIN_GRID952       1.1266275  0.1306429     8.624  < 2e-16 ***
ORIGIN_GRID953       1.8657902  0.1294174    14.417  < 2e-16 ***
ORIGIN_GRID954       0.3858956  0.1301752     2.964 0.003032 ** 
ORIGIN_GRID955       2.6855835  0.1292030    20.786  < 2e-16 ***
ORIGIN_GRID956       1.3135154  0.1295788    10.137  < 2e-16 ***
ORIGIN_GRID957       3.4493788  0.1292007    26.698  < 2e-16 ***
ORIGIN_GRID959      -0.0859468  0.1378281    -0.624 0.532904    
ORIGIN_GRID961       0.0198585  0.1325668     0.150 0.880923    
ORIGIN_GRID962      -0.3383573  0.1833444    -1.845 0.064969 .  
ORIGIN_GRID970       1.9224973  0.1293182    14.866  < 2e-16 ***
ORIGIN_GRID971       3.1174513  0.1291383    24.140  < 2e-16 ***
ORIGIN_GRID972       3.0010860  0.1291641    23.235  < 2e-16 ***
ORIGIN_GRID974       2.2309801  0.1292820    17.257  < 2e-16 ***
ORIGIN_GRID975       1.8627769  0.1293759    14.398  < 2e-16 ***
ORIGIN_GRID976       0.5885230  0.1301277     4.523 6.11e-06 ***
ORIGIN_GRID977       3.7168267  0.1291353    28.782  < 2e-16 ***
ORIGIN_GRID978       3.3843972  0.1292579    26.183  < 2e-16 ***
ORIGIN_GRID982       1.1112615  0.1299256     8.553  < 2e-16 ***
ORIGIN_GRID983       5.2307093  0.1291321    40.507  < 2e-16 ***
ORIGIN_GRID991       1.7501431  0.1293791    13.527  < 2e-16 ***
ORIGIN_GRID992       2.2888231  0.1292546    17.708  < 2e-16 ***
ORIGIN_GRID993       1.8946550  0.1292924    14.654  < 2e-16 ***
ORIGIN_GRID994       1.3273057  0.1295204    10.248  < 2e-16 ***
ORIGIN_GRID995       2.5941741  0.1291990    20.079  < 2e-16 ***
ORIGIN_GRID996       2.1537484  0.1293013    16.657  < 2e-16 ***
ORIGIN_GRID997       0.9822835  0.1320757     7.437 1.03e-13 ***
ORIGIN_GRID998       3.7378107  0.1291399    28.944  < 2e-16 ***
ORIGIN_GRID999       3.7269443  0.1291937    28.848  < 2e-16 ***
ORIGIN_GRID1001      1.1621695  0.1313831     8.846  < 2e-16 ***
ORIGIN_GRID1003      3.5912466  0.1291477    27.807  < 2e-16 ***
ORIGIN_GRID1004      4.5550073  0.1291188    35.278  < 2e-16 ***
ORIGIN_GRID1011      0.0833378  0.1329083     0.627 0.530638    
ORIGIN_GRID1012      0.0778027  0.1330488     0.585 0.558704    
ORIGIN_GRID1013      0.6446684  0.1301126     4.955 7.24e-07 ***
ORIGIN_GRID1014      1.3333889  0.1295237    10.295  < 2e-16 ***
ORIGIN_GRID1015      0.6523426  0.1299928     5.018 5.21e-07 ***
ORIGIN_GRID1016      2.1259745  0.1292791    16.445  < 2e-16 ***
ORIGIN_GRID1018      2.8093199  0.1294281    21.706  < 2e-16 ***
ORIGIN_GRID1019      4.1894510  0.1291623    32.436  < 2e-16 ***
ORIGIN_GRID1023      2.6318113  0.1293994    20.339  < 2e-16 ***
ORIGIN_GRID1024      3.6569726  0.1291567    28.314  < 2e-16 ***
ORIGIN_GRID1025     -0.8824515  0.1399324    -6.306 2.86e-10 ***
ORIGIN_GRID1033      1.4157591  0.1295567    10.928  < 2e-16 ***
ORIGIN_GRID1034      2.2211972  0.1292753    17.182  < 2e-16 ***
ORIGIN_GRID1035      2.7554276  0.1291925    21.328  < 2e-16 ***
ORIGIN_GRID1036      0.6995464  0.1299163     5.385 7.26e-08 ***
ORIGIN_GRID1037      1.8991854  0.1292790    14.691  < 2e-16 ***
ORIGIN_GRID1043      1.2878077  0.1313886     9.802  < 2e-16 ***
ORIGIN_GRID1045      3.3732247  0.1291572    26.117  < 2e-16 ***
ORIGIN_GRID1046      3.3886982  0.1291740    26.234  < 2e-16 ***
ORIGIN_GRID1053      2.6824452  0.1292001    20.762  < 2e-16 ***
ORIGIN_GRID1054      1.8612687  0.1293399    14.391  < 2e-16 ***
ORIGIN_GRID1055      2.8976825  0.1291823    22.431  < 2e-16 ***
ORIGIN_GRID1056      1.6970833  0.1294021    13.115  < 2e-16 ***
ORIGIN_GRID1064     -1.8238879  0.2813638    -6.482 9.03e-11 ***
ORIGIN_GRID1066      3.2449227  0.1291740    25.121  < 2e-16 ***
ORIGIN_GRID1067      3.4068763  0.1292457    26.360  < 2e-16 ***
ORIGIN_GRID1074      2.1750067  0.1292943    16.822  < 2e-16 ***
ORIGIN_GRID1075      1.5465320  0.1294954    11.943  < 2e-16 ***
ORIGIN_GRID1076      1.6071814  0.1293633    12.424  < 2e-16 ***
ORIGIN_GRID1077      1.6446784  0.1294645    12.704  < 2e-16 ***
ORIGIN_GRID1079      2.7505287  0.1291911    21.290  < 2e-16 ***
ORIGIN_GRID1085     -1.9732439  0.2188965    -9.015  < 2e-16 ***
ORIGIN_GRID1087      3.2136906  0.1292049    24.873  < 2e-16 ***
ORIGIN_GRID1088      1.7304545  0.1296090    13.351  < 2e-16 ***
ORIGIN_GRID1094     -0.0514348  0.1367111    -0.376 0.706746    
ORIGIN_GRID1095     -0.2348780  0.1349934    -1.740 0.081873 .  
ORIGIN_GRID1096      1.3634282  0.1306188    10.438  < 2e-16 ***
ORIGIN_GRID1097      3.2487361  0.1291366    25.157  < 2e-16 ***
ORIGIN_GRID1098      0.6226968  0.1303513     4.777 1.78e-06 ***
ORIGIN_GRID1099      2.1747239  0.1292584    16.825  < 2e-16 ***
ORIGIN_GRID1105     -0.0677400  0.1438673    -0.471 0.637748    
ORIGIN_GRID1106     -1.1854281  0.1621141    -7.312 2.63e-13 ***
ORIGIN_GRID1107      0.8071814  0.1321734     6.107 1.02e-09 ***
ORIGIN_GRID1108      4.7782172  0.1291075    37.010  < 2e-16 ***
ORIGIN_GRID1109      2.5362925  0.1294870    19.587  < 2e-16 ***
ORIGIN_GRID1116      1.7842261  0.1293679    13.792  < 2e-16 ***
ORIGIN_GRID1117      0.0669961  0.1306914     0.513 0.608212    
ORIGIN_GRID1118      0.5334090  0.1304043     4.090 4.31e-05 ***
ORIGIN_GRID1119      1.3562683  0.1294682    10.476  < 2e-16 ***
ORIGIN_GRID1120      1.2045565  0.1297731     9.282  < 2e-16 ***
ORIGIN_GRID1129      3.7959113  0.1291650    29.388  < 2e-16 ***
ORIGIN_GRID1130      3.8205645  0.1291412    29.584  < 2e-16 ***
ORIGIN_GRID1131      2.6930234  0.1294422    20.805  < 2e-16 ***
ORIGIN_GRID1136      0.7990022  0.1298543     6.153 7.60e-10 ***
ORIGIN_GRID1138     -0.7147759  0.1338966    -5.338 9.38e-08 ***
ORIGIN_GRID1139      2.4971048  0.1291851    19.330  < 2e-16 ***
ORIGIN_GRID1141      2.3267092  0.1292399    18.003  < 2e-16 ***
ORIGIN_GRID1148      0.1528820  0.1394955     1.096 0.273094    
ORIGIN_GRID1149      1.5171447  0.1303186    11.642  < 2e-16 ***
ORIGIN_GRID1150      3.9170926  0.1291325    30.334  < 2e-16 ***
ORIGIN_GRID1151      2.8030987  0.1292392    21.689  < 2e-16 ***
ORIGIN_GRID1158      0.9754660  0.1295878     7.527 5.17e-14 ***
ORIGIN_GRID1159      2.2424612  0.1292058    17.356  < 2e-16 ***
ORIGIN_GRID1160      3.1458067  0.1291382    24.360  < 2e-16 ***
ORIGIN_GRID1171      4.1594689  0.1291397    32.209  < 2e-16 ***
ORIGIN_GRID1172      3.9537171  0.1291361    30.617  < 2e-16 ***
ORIGIN_GRID1173      1.6643656  0.1297193    12.831  < 2e-16 ***
ORIGIN_GRID1174     -2.7516088  0.2813636    -9.780  < 2e-16 ***
ORIGIN_GRID1178      1.0826996  0.1295090     8.360  < 2e-16 ***
ORIGIN_GRID1179      1.8306619  0.1292619    14.162  < 2e-16 ***
ORIGIN_GRID1180      2.7831094  0.1291554    21.549  < 2e-16 ***
ORIGIN_GRID1181      1.9601863  0.1292509    15.166  < 2e-16 ***
ORIGIN_GRID1183      0.9573811  0.1297356     7.379 1.59e-13 ***
ORIGIN_GRID1190     -0.0315391  0.1376354    -0.229 0.818752    
ORIGIN_GRID1192      3.1029738  0.1292294    24.011  < 2e-16 ***
ORIGIN_GRID1193      3.0069991  0.1291876    23.276  < 2e-16 ***
ORIGIN_GRID1194      1.4606602  0.1298593    11.248  < 2e-16 ***
ORIGIN_GRID1200      2.0018749  0.1292569    15.488  < 2e-16 ***
ORIGIN_GRID1201      1.7665900  0.1292785    13.665  < 2e-16 ***
ORIGIN_GRID1203      2.3521848  0.1292171    18.203  < 2e-16 ***
ORIGIN_GRID1204      2.1848219  0.1292558    16.903  < 2e-16 ***
ORIGIN_GRID1211     -1.0241858  0.1662969    -6.159 7.33e-10 ***
ORIGIN_GRID1214      3.7664897  0.1291457    29.165  < 2e-16 ***
ORIGIN_GRID1215      0.7742390  0.1352073     5.726 1.03e-08 ***
ORIGIN_GRID1216     -0.3153930  0.1358587    -2.321 0.020261 *  
ORIGIN_GRID1220      2.9724221  0.1291509    23.015  < 2e-16 ***
ORIGIN_GRID1221      2.5087802  0.1291661    19.423  < 2e-16 ***
ORIGIN_GRID1222      2.3541245  0.1294430    18.187  < 2e-16 ***
ORIGIN_GRID1223      0.3776603  0.1302073     2.900 0.003726 ** 
ORIGIN_GRID1224      1.1606401  0.1295289     8.960  < 2e-16 ***
ORIGIN_GRID1231     -1.9286600  0.1936468    -9.960  < 2e-16 ***
ORIGIN_GRID1232     -0.3642588  0.1594916    -2.284 0.022379 *  
ORIGIN_GRID1235      1.1453775  0.1298041     8.824  < 2e-16 ***
ORIGIN_GRID1236      1.1490041  0.1299336     8.843  < 2e-16 ***
ORIGIN_GRID1241      1.1841780  0.1295034     9.144  < 2e-16 ***
ORIGIN_GRID1242      1.8797843  0.1292586    14.543  < 2e-16 ***
ORIGIN_GRID1243      2.4140225  0.1291771    18.688  < 2e-16 ***
ORIGIN_GRID1246      1.3736806  0.1294170    10.614  < 2e-16 ***
ORIGIN_GRID1256      2.4790605  0.1292852    19.175  < 2e-16 ***
ORIGIN_GRID1257      3.3164985  0.1291842    25.673  < 2e-16 ***
ORIGIN_GRID1258      1.4937606  0.1298755    11.501  < 2e-16 ***
ORIGIN_GRID1262      1.6180982  0.1293459    12.510  < 2e-16 ***
ORIGIN_GRID1263      2.1019142  0.1291933    16.270  < 2e-16 ***
ORIGIN_GRID1264      1.0753675  0.1296479     8.295  < 2e-16 ***
ORIGIN_GRID1265      0.6311532  0.1299114     4.858 1.18e-06 ***
ORIGIN_GRID1266      2.0395283  0.1293114    15.772  < 2e-16 ***
ORIGIN_GRID1267     -0.0653219  0.1320346    -0.495 0.620789    
ORIGIN_GRID1272     -2.3610231  0.1841386   -12.822  < 2e-16 ***
ORIGIN_GRID1273      1.7985195  0.1296213    13.875  < 2e-16 ***
ORIGIN_GRID1277      3.5140588  0.1291460    27.210  < 2e-16 ***
ORIGIN_GRID1278      1.1899436  0.1297856     9.169  < 2e-16 ***
ORIGIN_GRID1283      3.2230360  0.1291432    24.957  < 2e-16 ***
ORIGIN_GRID1284      2.5224215  0.1291748    19.527  < 2e-16 ***
ORIGIN_GRID1285      3.2000172  0.1291317    24.781  < 2e-16 ***
ORIGIN_GRID1286      1.4252617  0.1294765    11.008  < 2e-16 ***
ORIGIN_GRID1289     -0.6227444  0.1379081    -4.516 6.31e-06 ***
ORIGIN_GRID1293     -1.3305335  0.1490675    -8.926  < 2e-16 ***
ORIGIN_GRID1294      3.2304887  0.1292218    25.000  < 2e-16 ***
ORIGIN_GRID1295      0.7680295  0.1307523     5.874 4.26e-09 ***
ORIGIN_GRID1298      2.5161972  0.1292580    19.466  < 2e-16 ***
ORIGIN_GRID1299      3.0540438  0.1292217    23.634  < 2e-16 ***
ORIGIN_GRID1304      3.1798186  0.1291441    24.622  < 2e-16 ***
ORIGIN_GRID1305      2.5367597  0.1291530    19.642  < 2e-16 ***
ORIGIN_GRID1307     -0.9131367  0.1339336    -6.818 9.24e-12 ***
ORIGIN_GRID1308      2.1657843  0.1292377    16.758  < 2e-16 ***
ORIGIN_GRID1310     -3.1422569  0.2492393   -12.607  < 2e-16 ***
ORIGIN_GRID1316     -0.3563373  0.1339569    -2.660 0.007812 ** 
ORIGIN_GRID1317      1.5025355  0.1295793    11.595  < 2e-16 ***
ORIGIN_GRID1318      0.8729195  0.1300242     6.714 1.90e-11 ***
ORIGIN_GRID1319      3.6657524  0.1291408    28.386  < 2e-16 ***
ORIGIN_GRID1320      2.3959843  0.1293996    18.516  < 2e-16 ***
ORIGIN_GRID1325      0.9246881  0.1296531     7.132 9.89e-13 ***
ORIGIN_GRID1326      2.7306439  0.1291510    21.143  < 2e-16 ***
ORIGIN_GRID1327      2.5269227  0.1291650    19.564  < 2e-16 ***
ORIGIN_GRID1328      1.0878651  0.1294375     8.405  < 2e-16 ***
ORIGIN_GRID1329      1.4769260  0.1295885    11.397  < 2e-16 ***
ORIGIN_GRID1330      2.1542726  0.1293423    16.656  < 2e-16 ***
ORIGIN_GRID1331     -2.8194107  0.2886733    -9.767  < 2e-16 ***
ORIGIN_GRID1333      1.2234930  0.1296599     9.436  < 2e-16 ***
ORIGIN_GRID1334      1.5067166  0.1295674    11.629  < 2e-16 ***
ORIGIN_GRID1335      0.9719933  0.1301847     7.466 8.25e-14 ***
ORIGIN_GRID1336     -1.4989942  0.1849584    -8.104 5.30e-16 ***
ORIGIN_GRID1337     -0.9571148  0.1396371    -6.854 7.17e-12 ***
ORIGIN_GRID1338     -2.4015410  0.1624027   -14.788  < 2e-16 ***
ORIGIN_GRID1339      3.6400887  0.1291380    28.188  < 2e-16 ***
ORIGIN_GRID1340      2.1935224  0.1293806    16.954  < 2e-16 ***
ORIGIN_GRID1341     -1.9344879  0.2415205    -8.010 1.15e-15 ***
ORIGIN_GRID1346      2.3097433  0.1292374    17.872  < 2e-16 ***
ORIGIN_GRID1347      3.2317198  0.1291316    25.027  < 2e-16 ***
ORIGIN_GRID1348      1.6131446  0.1292419    12.482  < 2e-16 ***
ORIGIN_GRID1349      1.4673378  0.1293378    11.345  < 2e-16 ***
ORIGIN_GRID1350      1.7293032  0.1295301    13.351  < 2e-16 ***
ORIGIN_GRID1353      1.6269505  0.1293632    12.577  < 2e-16 ***
ORIGIN_GRID1354      1.0165315  0.1297029     7.837 4.60e-15 ***
ORIGIN_GRID1355      1.9150214  0.1293536    14.805  < 2e-16 ***
ORIGIN_GRID1357      1.0822178  0.1304112     8.299  < 2e-16 ***
ORIGIN_GRID1358      2.3493622  0.1292921    18.171  < 2e-16 ***
ORIGIN_GRID1359      2.8895886  0.1291884    22.367  < 2e-16 ***
ORIGIN_GRID1360      2.9203220  0.1291936    22.604  < 2e-16 ***
ORIGIN_GRID1361      4.1121611  0.1291454    31.841  < 2e-16 ***
ORIGIN_GRID1362      0.2377277  0.1349841     1.761 0.078212 .  
ORIGIN_GRID1368      1.1304457  0.1293811     8.737  < 2e-16 ***
ORIGIN_GRID1369      0.9287411  0.1293933     7.178 7.09e-13 ***
ORIGIN_GRID1370      2.0414941  0.1291834    15.803  < 2e-16 ***
ORIGIN_GRID1371      1.4838578  0.1294639    11.462  < 2e-16 ***
ORIGIN_GRID1372      0.8473960  0.1297278     6.532 6.49e-11 ***
ORIGIN_GRID1373     -1.2077588  0.1380096    -8.751  < 2e-16 ***
ORIGIN_GRID1374      0.8823925  0.1296110     6.808 9.90e-12 ***
ORIGIN_GRID1375      2.4041325  0.1293037    18.593  < 2e-16 ***
ORIGIN_GRID1376      1.5860147  0.1296903    12.229  < 2e-16 ***
ORIGIN_GRID1379      0.0978759  0.1336219     0.732 0.463873    
ORIGIN_GRID1380      3.8403565  0.1291224    29.742  < 2e-16 ***
ORIGIN_GRID1381      3.4359257  0.1291388    26.606  < 2e-16 ***
ORIGIN_GRID1382      3.1296097  0.1292299    24.217  < 2e-16 ***
ORIGIN_GRID1383      0.7799166  0.1314468     5.933 2.97e-09 ***
ORIGIN_GRID1388      1.8182810  0.1292463    14.068  < 2e-16 ***
ORIGIN_GRID1389      0.8911089  0.1294097     6.886 5.74e-12 ***
ORIGIN_GRID1390      1.5429421  0.1292586    11.937  < 2e-16 ***
ORIGIN_GRID1391      1.5886851  0.1292996    12.287  < 2e-16 ***
ORIGIN_GRID1392      1.0211414  0.1301639     7.845 4.33e-15 ***
ORIGIN_GRID1393      0.4016129  0.1299148     3.091 0.001992 ** 
ORIGIN_GRID1394      1.5976443  0.1293028    12.356  < 2e-16 ***
ORIGIN_GRID1395      1.6737051  0.1292945    12.945  < 2e-16 ***
ORIGIN_GRID1396      2.6969385  0.1291813    20.877  < 2e-16 ***
ORIGIN_GRID1397      2.8135622  0.1291870    21.779  < 2e-16 ***
ORIGIN_GRID1398      1.8804081  0.1295307    14.517  < 2e-16 ***
ORIGIN_GRID1400      3.0688882  0.1292431    23.745  < 2e-16 ***
ORIGIN_GRID1401      3.2195075  0.1291453    24.929  < 2e-16 ***
ORIGIN_GRID1402      3.4185539  0.1291553    26.469  < 2e-16 ***
ORIGIN_GRID1404      3.4176590  0.1299095    26.308  < 2e-16 ***
ORIGIN_GRID1410      2.3930180  0.1291598    18.528  < 2e-16 ***
ORIGIN_GRID1411      1.2353645  0.1293282     9.552  < 2e-16 ***
ORIGIN_GRID1412      1.4908531  0.1292401    11.536  < 2e-16 ***
ORIGIN_GRID1413      2.2875773  0.1291869    17.708  < 2e-16 ***
ORIGIN_GRID1414      1.7625297  0.1292406    13.638  < 2e-16 ***
ORIGIN_GRID1415      1.3017298  0.1294075    10.059  < 2e-16 ***
ORIGIN_GRID1416      1.9710998  0.1292662    15.248  < 2e-16 ***
ORIGIN_GRID1417      1.9296531  0.1292468    14.930  < 2e-16 ***
ORIGIN_GRID1418      2.7282073  0.1291740    21.120  < 2e-16 ***
ORIGIN_GRID1419      2.2839282  0.1292469    17.671  < 2e-16 ***
ORIGIN_GRID1422      3.2773740  0.1291781    25.371  < 2e-16 ***
ORIGIN_GRID1423      4.1677305  0.1291274    32.276  < 2e-16 ***
ORIGIN_GRID1430      2.0931886  0.1292163    16.199  < 2e-16 ***
ORIGIN_GRID1431      2.1277978  0.1291754    16.472  < 2e-16 ***
ORIGIN_GRID1432      2.0287176  0.1291756    15.705  < 2e-16 ***
ORIGIN_GRID1433      0.7050436  0.1300670     5.421 5.94e-08 ***
ORIGIN_GRID1434      2.2170299  0.1291958    17.160  < 2e-16 ***
ORIGIN_GRID1435      2.7939462  0.1291492    21.633  < 2e-16 ***
ORIGIN_GRID1436     -0.3311832  0.1312656    -2.523 0.011636 *  
ORIGIN_GRID1437      2.9215526  0.1291581    22.620  < 2e-16 ***
ORIGIN_GRID1438      3.2345720  0.1291296    25.049  < 2e-16 ***
ORIGIN_GRID1439      3.8802011  0.1291188    30.051  < 2e-16 ***
ORIGIN_GRID1440      0.2983120  0.1306364     2.284 0.022399 *  
ORIGIN_GRID1442      2.8768999  0.1292512    22.258  < 2e-16 ***
ORIGIN_GRID1443      3.9375052  0.1291354    30.491  < 2e-16 ***
ORIGIN_GRID1444      3.1043180  0.1292885    24.011  < 2e-16 ***
ORIGIN_GRID1452      1.1918834  0.1293175     9.217  < 2e-16 ***
ORIGIN_GRID1453      1.2427571  0.1292930     9.612  < 2e-16 ***
ORIGIN_GRID1454      0.2381277  0.1303923     1.826 0.067814 .  
ORIGIN_GRID1455      1.5874864  0.1293432    12.273  < 2e-16 ***
ORIGIN_GRID1456      2.1619362  0.1292163    16.731  < 2e-16 ***
ORIGIN_GRID1457      2.9666948  0.1291486    22.971  < 2e-16 ***
ORIGIN_GRID1458      3.1155070  0.1291364    24.126  < 2e-16 ***
ORIGIN_GRID1459      2.7301985  0.1291651    21.137  < 2e-16 ***
ORIGIN_GRID1460      1.9853520  0.1292398    15.362  < 2e-16 ***
ORIGIN_GRID1461      0.6626777  0.1301070     5.093 3.52e-07 ***
ORIGIN_GRID1464      4.2079161  0.1291298    32.587  < 2e-16 ***
ORIGIN_GRID1465      3.7583297  0.1291656    29.097  < 2e-16 ***
ORIGIN_GRID1472     -0.1718944  0.1305548    -1.317 0.187957    
ORIGIN_GRID1473      0.7968521  0.1294397     6.156 7.45e-10 ***
ORIGIN_GRID1474      1.7200916  0.1291922    13.314  < 2e-16 ***
ORIGIN_GRID1475      2.6079837  0.1291548    20.193  < 2e-16 ***
ORIGIN_GRID1476      2.0471857  0.1292277    15.842  < 2e-16 ***
ORIGIN_GRID1477      3.5021606  0.1291158    27.124  < 2e-16 ***
ORIGIN_GRID1478      1.9489468  0.1292369    15.080  < 2e-16 ***
ORIGIN_GRID1479      2.1313477  0.1292092    16.495  < 2e-16 ***
ORIGIN_GRID1480      3.7678458  0.1291141    29.182  < 2e-16 ***
ORIGIN_GRID1481      1.4602349  0.1294487    11.280  < 2e-16 ***
ORIGIN_GRID1482      1.3664127  0.1297405    10.532  < 2e-16 ***
ORIGIN_GRID1485      3.7076434  0.1291699    28.704  < 2e-16 ***
ORIGIN_GRID1494      0.9479103  0.1296160     7.313 2.61e-13 ***
ORIGIN_GRID1495      1.1793757  0.1293058     9.121  < 2e-16 ***
ORIGIN_GRID1496      2.0857718  0.1291647    16.148  < 2e-16 ***
ORIGIN_GRID1497      2.4440203  0.1291811    18.919  < 2e-16 ***
ORIGIN_GRID1498      2.8749809  0.1291475    22.261  < 2e-16 ***
ORIGIN_GRID1499      3.1380168  0.1291337    24.301  < 2e-16 ***
ORIGIN_GRID1500      3.1368258  0.1291881    24.281  < 2e-16 ***
ORIGIN_GRID1501      3.1736772  0.1291352    24.576  < 2e-16 ***
ORIGIN_GRID1502      2.7834438  0.1291653    21.549  < 2e-16 ***
ORIGIN_GRID1506     -1.6552219  0.1632966   -10.136  < 2e-16 ***
ORIGIN_GRID1515     -0.1737057  0.1307056    -1.329 0.183853    
ORIGIN_GRID1516      1.4983082  0.1292458    11.593  < 2e-16 ***
ORIGIN_GRID1517      1.8412409  0.1292496    14.246  < 2e-16 ***
ORIGIN_GRID1518      1.7850595  0.1292775    13.808  < 2e-16 ***
ORIGIN_GRID1519      3.3842788  0.1291665    26.201  < 2e-16 ***
ORIGIN_GRID1520      2.5497750  0.1291729    19.739  < 2e-16 ***
ORIGIN_GRID1521      1.0404402  0.1295248     8.033 9.53e-16 ***
ORIGIN_GRID1522      3.4170956  0.1291290    26.463  < 2e-16 ***
ORIGIN_GRID1523      1.8281192  0.1299093    14.072  < 2e-16 ***
ORIGIN_GRID1524      2.0367170  0.1294169    15.738  < 2e-16 ***
ORIGIN_GRID1527      1.5268321  0.1300651    11.739  < 2e-16 ***
ORIGIN_GRID1535     -1.0705219  0.1553326    -6.892 5.51e-12 ***
ORIGIN_GRID1536     -0.5353221  0.1329200    -4.027 5.64e-05 ***
ORIGIN_GRID1537      0.1430870  0.1301559     1.099 0.271615    
ORIGIN_GRID1538      1.5339750  0.1292274    11.870  < 2e-16 ***
ORIGIN_GRID1539      2.0563089  0.1291778    15.918  < 2e-16 ***
ORIGIN_GRID1540      2.7036628  0.1291527    20.934  < 2e-16 ***
ORIGIN_GRID1541      4.0655359  0.1291651    31.476  < 2e-16 ***
ORIGIN_GRID1542      1.0077731  0.1298769     7.759 8.53e-15 ***
ORIGIN_GRID1543      1.4042015  0.1307323    10.741  < 2e-16 ***
ORIGIN_GRID1544      2.6481454  0.1292333    20.491  < 2e-16 ***
ORIGIN_GRID1547     -0.6970510  0.1420799    -4.906 9.29e-07 ***
ORIGIN_GRID1556     -0.1652109  0.1423018    -1.161 0.245646    
ORIGIN_GRID1557     -0.8904221  0.1337870    -6.656 2.82e-11 ***
ORIGIN_GRID1558      0.8212548  0.1302383     6.306 2.87e-10 ***
ORIGIN_GRID1559      2.1354516  0.1291665    16.533  < 2e-16 ***
ORIGIN_GRID1560      3.0206025  0.1291316    23.392  < 2e-16 ***
ORIGIN_GRID1561      3.2146711  0.1291590    24.889  < 2e-16 ***
ORIGIN_GRID1562      0.1664691  0.1305308     1.275 0.202195    
ORIGIN_GRID1563      1.7767491  0.1292713    13.744  < 2e-16 ***
ORIGIN_GRID1564      0.8703207  0.1297247     6.709 1.96e-11 ***
ORIGIN_GRID1565      0.9654845  0.1297606     7.441 1.00e-13 ***
ORIGIN_GRID1566      0.6059596  0.1305285     4.642 3.44e-06 ***
ORIGIN_GRID1567     -1.3229921  0.1592519    -8.308  < 2e-16 ***
ORIGIN_GRID1568     -0.5491540  0.1430153    -3.840 0.000123 ***
ORIGIN_GRID1578     -2.5996791  0.2813636    -9.240  < 2e-16 ***
ORIGIN_GRID1580      0.7640600  0.1299818     5.878 4.15e-09 ***
ORIGIN_GRID1581     -0.4474735  0.1304974    -3.429 0.000606 ***
ORIGIN_GRID1582      2.8114966  0.1291378    21.771  < 2e-16 ***
ORIGIN_GRID1583      1.5328605  0.1304934    11.747  < 2e-16 ***
ORIGIN_GRID1584      1.5437186  0.1294574    11.925  < 2e-16 ***
ORIGIN_GRID1585      1.8472843  0.1293703    14.279  < 2e-16 ***
ORIGIN_GRID1586      0.7492756  0.1297400     5.775 7.69e-09 ***
ORIGIN_GRID1589     -0.3573682  0.1345837    -2.655 0.007922 ** 
ORIGIN_GRID1590     -0.8724641  0.1462278    -5.966 2.42e-09 ***
ORIGIN_GRID1600      2.7777100  0.1293837    21.469  < 2e-16 ***
ORIGIN_GRID1601      1.2629122  0.1292841     9.769  < 2e-16 ***
ORIGIN_GRID1602      2.1907785  0.1292134    16.955  < 2e-16 ***
ORIGIN_GRID1603      3.0260180  0.1291389    23.432  < 2e-16 ***
ORIGIN_GRID1604      1.6150555  0.1293010    12.491  < 2e-16 ***
ORIGIN_GRID1605      2.9305414  0.1291479    22.691  < 2e-16 ***
ORIGIN_GRID1606      2.5788519  0.1293770    19.933  < 2e-16 ***
ORIGIN_GRID1607      1.5002176  0.1294120    11.593  < 2e-16 ***
ORIGIN_GRID1608      3.3244957  0.1291545    25.740  < 2e-16 ***
ORIGIN_GRID1609      3.2237581  0.1291923    24.953  < 2e-16 ***
ORIGIN_GRID1610     -0.2643228  0.1425784    -1.854 0.063757 .  
ORIGIN_GRID1622      1.3885884  0.1305211    10.639  < 2e-16 ***
ORIGIN_GRID1623      2.6359955  0.1291430    20.411  < 2e-16 ***
ORIGIN_GRID1624      1.4478151  0.1293149    11.196  < 2e-16 ***
ORIGIN_GRID1625      2.9350570  0.1291580    22.725  < 2e-16 ***
ORIGIN_GRID1626      3.3743702  0.1291238    26.133  < 2e-16 ***
ORIGIN_GRID1627      1.8418637  0.1292665    14.249  < 2e-16 ***
ORIGIN_GRID1628      3.5718054  0.1291260    27.661  < 2e-16 ***
ORIGIN_GRID1629      2.5043544  0.1292451    19.377  < 2e-16 ***
ORIGIN_GRID1630      2.5318714  0.1292938    19.582  < 2e-16 ***
ORIGIN_GRID1631     -0.7966943  0.1400242    -5.690 1.27e-08 ***
ORIGIN_GRID1642      0.1988153  0.1320916     1.505 0.132290    
ORIGIN_GRID1643      2.5723595  0.1291520    19.917  < 2e-16 ***
ORIGIN_GRID1644      0.3800539  0.1300435     2.923 0.003472 ** 
ORIGIN_GRID1645      2.0364821  0.1292137    15.761  < 2e-16 ***
ORIGIN_GRID1646      2.0084391  0.1293579    15.526  < 2e-16 ***
ORIGIN_GRID1647      2.2049733  0.1292023    17.066  < 2e-16 ***
ORIGIN_GRID1648      2.6660412  0.1291669    20.640  < 2e-16 ***
ORIGIN_GRID1649      3.4554281  0.1291323    26.759  < 2e-16 ***
ORIGIN_GRID1650      3.3830932  0.1291791    26.189  < 2e-16 ***
ORIGIN_GRID1664     -2.4352300  0.1875747   -12.983  < 2e-16 ***
ORIGIN_GRID1665      2.7196120  0.1291406    21.059  < 2e-16 ***
ORIGIN_GRID1666      1.4780242  0.1292587    11.435  < 2e-16 ***
ORIGIN_GRID1667      3.1699328  0.1294302    24.491  < 2e-16 ***
ORIGIN_GRID1668      2.7363126  0.1291606    21.185  < 2e-16 ***
ORIGIN_GRID1670      3.5620583  0.1291262    27.586  < 2e-16 ***
ORIGIN_GRID1671      4.2140138  0.1291743    32.623  < 2e-16 ***
ORIGIN_GRID1672      3.5103408  0.1291986    27.170  < 2e-16 ***
ORIGIN_GRID1684      1.9105800  0.1296460    14.737  < 2e-16 ***
ORIGIN_GRID1685      2.4360100  0.1291830    18.857  < 2e-16 ***
ORIGIN_GRID1686      2.1861883  0.1291821    16.923  < 2e-16 ***
ORIGIN_GRID1687      1.8961526  0.1292804    14.667  < 2e-16 ***
ORIGIN_GRID1688      1.3910714  0.1293451    10.755  < 2e-16 ***
ORIGIN_GRID1689      1.0239473  0.1296282     7.899 2.81e-15 ***
ORIGIN_GRID1690      2.4697968  0.1292369    19.111  < 2e-16 ***
ORIGIN_GRID1691      3.1665360  0.1291525    24.518  < 2e-16 ***
ORIGIN_GRID1692      2.5504474  0.1293194    19.722  < 2e-16 ***
ORIGIN_GRID1706      2.4805648  0.1292184    19.197  < 2e-16 ***
ORIGIN_GRID1707      2.2205949  0.1291745    17.191  < 2e-16 ***
ORIGIN_GRID1708      2.7604676  0.1291434    21.375  < 2e-16 ***
ORIGIN_GRID1709      1.8509917  0.1292405    14.322  < 2e-16 ***
ORIGIN_GRID1710      3.0079481  0.1291469    23.291  < 2e-16 ***
ORIGIN_GRID1711      2.7911208  0.1291704    21.608  < 2e-16 ***
ORIGIN_GRID1712      3.5341348  0.1291254    27.370  < 2e-16 ***
ORIGIN_GRID1713      1.1093543  0.1296916     8.554  < 2e-16 ***
ORIGIN_GRID1714      3.6977146  0.1291610    28.629  < 2e-16 ***
ORIGIN_GRID1727      2.5195169  0.1291799    19.504  < 2e-16 ***
ORIGIN_GRID1728      2.3834592  0.1291645    18.453  < 2e-16 ***
ORIGIN_GRID1729      1.9773518  0.1292000    15.305  < 2e-16 ***
ORIGIN_GRID1730     -0.1609044  0.1309542    -1.229 0.219182    
ORIGIN_GRID1731      2.7300980  0.1291718    21.135  < 2e-16 ***
ORIGIN_GRID1732      3.1956511  0.1291337    24.747  < 2e-16 ***
ORIGIN_GRID1733      3.0444291  0.1291557    23.572  < 2e-16 ***
ORIGIN_GRID1734      3.3698049  0.1291508    26.092  < 2e-16 ***
ORIGIN_GRID1735      4.6398711  0.1292028    35.912  < 2e-16 ***
ORIGIN_GRID1748      1.3573246  0.1294159    10.488  < 2e-16 ***
ORIGIN_GRID1749      2.2344791  0.1291761    17.298  < 2e-16 ***
ORIGIN_GRID1750      1.3585871  0.1292799    10.509  < 2e-16 ***
ORIGIN_GRID1751      1.0288215  0.1295345     7.942 1.98e-15 ***
ORIGIN_GRID1753      3.2339003  0.1291386    25.042  < 2e-16 ***
ORIGIN_GRID1754      3.4957003  0.1291247    27.072  < 2e-16 ***
ORIGIN_GRID1755      3.0680197  0.1291536    23.755  < 2e-16 ***
ORIGIN_GRID1756      3.1011202  0.1291860    24.005  < 2e-16 ***
ORIGIN_GRID1757      0.6102970  0.1327064     4.599 4.25e-06 ***
ORIGIN_GRID1769      2.0789197  0.1292111    16.089  < 2e-16 ***
ORIGIN_GRID1770      2.4134645  0.1293291    18.661  < 2e-16 ***
ORIGIN_GRID1771      0.9038674  0.1294772     6.981 2.93e-12 ***
ORIGIN_GRID1772      0.4535699  0.1312191     3.457 0.000547 ***
ORIGIN_GRID1774      2.9619201  0.1291503    22.934  < 2e-16 ***
ORIGIN_GRID1775      2.6433705  0.1291919    20.461  < 2e-16 ***
ORIGIN_GRID1776      3.7484579  0.1291269    29.029  < 2e-16 ***
ORIGIN_GRID1777      3.8676947  0.1291393    29.950  < 2e-16 ***
ORIGIN_GRID1778      3.0442852  0.1295316    23.502  < 2e-16 ***
ORIGIN_GRID1790      2.7695156  0.1291714    21.441  < 2e-16 ***
ORIGIN_GRID1791      2.1103615  0.1292282    16.330  < 2e-16 ***
ORIGIN_GRID1792      2.1231918  0.1292410    16.428  < 2e-16 ***
ORIGIN_GRID1793      0.4506528  0.1297586     3.473 0.000515 ***
ORIGIN_GRID1794      0.7605536  0.1318097     5.770 7.92e-09 ***
ORIGIN_GRID1795     -0.3381658  0.1331020    -2.541 0.011065 *  
ORIGIN_GRID1796      3.3673658  0.1291513    26.073  < 2e-16 ***
ORIGIN_GRID1797      3.4268529  0.1291400    26.536  < 2e-16 ***
ORIGIN_GRID1798      3.7439617  0.1291395    28.992  < 2e-16 ***
ORIGIN_GRID1799      2.7922135  0.1292938    21.596  < 2e-16 ***
ORIGIN_GRID1800      1.8327252  0.1313117    13.957  < 2e-16 ***
ORIGIN_GRID1811      1.9025291  0.1292741    14.717  < 2e-16 ***
ORIGIN_GRID1812      2.9876464  0.1291319    23.136  < 2e-16 ***
ORIGIN_GRID1813      2.8659948  0.1291399    22.193  < 2e-16 ***
ORIGIN_GRID1817      3.1673765  0.1291841    24.518  < 2e-16 ***
ORIGIN_GRID1818      3.3797981  0.1291549    26.169  < 2e-16 ***
ORIGIN_GRID1819      3.7218229  0.1291332    28.822  < 2e-16 ***
ORIGIN_GRID1820      0.6600304  0.1335442     4.942 7.72e-07 ***
ORIGIN_GRID1832      2.6171753  0.1291842    20.259  < 2e-16 ***
ORIGIN_GRID1833      2.0692080  0.1292129    16.014  < 2e-16 ***
ORIGIN_GRID1834      2.5373126  0.1291608    19.645  < 2e-16 ***
ORIGIN_GRID1835      1.8277505  0.1292852    14.137  < 2e-16 ***
ORIGIN_GRID1837     -0.7322611  0.1436996    -5.096 3.47e-07 ***
ORIGIN_GRID1839      2.5318131  0.1292755    19.585  < 2e-16 ***
ORIGIN_GRID1840      4.5524702  0.1291131    35.260  < 2e-16 ***
ORIGIN_GRID1841      0.3870845  0.1337752     2.894 0.003809 ** 
ORIGIN_GRID1842      3.8501891  0.1294717    29.738  < 2e-16 ***
ORIGIN_GRID1853      2.4517638  0.1291745    18.980  < 2e-16 ***
ORIGIN_GRID1854      2.7696629  0.1291634    21.443  < 2e-16 ***
ORIGIN_GRID1855      3.0218127  0.1291473    23.398  < 2e-16 ***
ORIGIN_GRID1858      1.0113986  0.1314804     7.692 1.44e-14 ***
ORIGIN_GRID1860      3.7936515  0.1293315    29.333  < 2e-16 ***
ORIGIN_GRID1861      3.6766256  0.1291585    28.466  < 2e-16 ***
ORIGIN_GRID1874      2.7244476  0.1292146    21.085  < 2e-16 ***
ORIGIN_GRID1875      1.0830527  0.1296821     8.352  < 2e-16 ***
ORIGIN_GRID1876      3.0831250  0.1294433    23.818  < 2e-16 ***
ORIGIN_GRID1877      2.7184153  0.1291668    21.046  < 2e-16 ***
ORIGIN_GRID1880     -0.2308674  0.1374328    -1.680 0.092985 .  
ORIGIN_GRID1882      3.5408392  0.1291713    27.412  < 2e-16 ***
ORIGIN_GRID1883      3.8194872  0.1293455    29.529  < 2e-16 ***
ORIGIN_GRID1895      2.7462416  0.1291666    21.261  < 2e-16 ***
ORIGIN_GRID1896      1.2715369  0.1294231     9.825  < 2e-16 ***
ORIGIN_GRID1897      2.0577669  0.1293597    15.907  < 2e-16 ***
ORIGIN_GRID1898     -2.6305271  0.1810935   -14.526  < 2e-16 ***
ORIGIN_GRID1901     -0.5887919  0.1478071    -3.984 6.79e-05 ***
ORIGIN_GRID1903      2.9448533  0.1293553    22.766  < 2e-16 ***
ORIGIN_GRID1917      1.4934580  0.1293972    11.542  < 2e-16 ***
ORIGIN_GRID1918      3.2965339  0.1292004    25.515  < 2e-16 ***
ORIGIN_GRID1919      2.6905213  0.1291799    20.828  < 2e-16 ***
ORIGIN_GRID1922      0.8706911  0.1319688     6.598 4.18e-11 ***
ORIGIN_GRID1924      2.8909988  0.1293940    22.343  < 2e-16 ***
ORIGIN_GRID1937      2.2097558  0.1292536    17.096  < 2e-16 ***
ORIGIN_GRID1938      3.0393848  0.1291541    23.533  < 2e-16 ***
ORIGIN_GRID1939      3.5673671  0.1291430    27.623  < 2e-16 ***
ORIGIN_GRID1942      0.1066582  0.1355220     0.787 0.431272    
ORIGIN_GRID1959      1.9049064  0.1293487    14.727  < 2e-16 ***
ORIGIN_GRID1960      3.7576453  0.1291147    29.103  < 2e-16 ***
ORIGIN_GRID1961      2.4812170  0.1292562    19.196  < 2e-16 ***
ORIGIN_GRID1962      3.4689485  0.1291509    26.860  < 2e-16 ***
ORIGIN_GRID1964     -0.6150534  0.1534995    -4.007 6.15e-05 ***
ORIGIN_GRID1979      2.1171824  0.1293152    16.372  < 2e-16 ***
ORIGIN_GRID1980      0.5196621  0.1298199     4.003 6.26e-05 ***
ORIGIN_GRID1981      3.0925733  0.1291520    23.945  < 2e-16 ***
ORIGIN_GRID1982      1.8800992  0.1295255    14.515  < 2e-16 ***
ORIGIN_GRID1983      3.5354428  0.1291531    27.374  < 2e-16 ***
ORIGIN_GRID1984      2.2956228  0.1292983    17.754  < 2e-16 ***
ORIGIN_GRID1985      2.8200995  0.1292246    21.823  < 2e-16 ***
ORIGIN_GRID2001      2.4428895  0.1292072    18.907  < 2e-16 ***
ORIGIN_GRID2002      3.1634678  0.1291368    24.497  < 2e-16 ***
ORIGIN_GRID2003      2.7392603  0.1291747    21.206  < 2e-16 ***
ORIGIN_GRID2004      3.7144500  0.1291461    28.762  < 2e-16 ***
ORIGIN_GRID2005      3.4966319  0.1291459    27.075  < 2e-16 ***
ORIGIN_GRID2006      2.0849903  0.1293997    16.113  < 2e-16 ***
ORIGIN_GRID2007      1.3751676  0.1300575    10.574  < 2e-16 ***
ORIGIN_GRID2022      3.1989311  0.1292049    24.759  < 2e-16 ***
ORIGIN_GRID2023      3.3215245  0.1291341    25.722  < 2e-16 ***
ORIGIN_GRID2024      2.7585049  0.1291662    21.356  < 2e-16 ***
ORIGIN_GRID2025      3.1611602  0.1291611    24.475  < 2e-16 ***
ORIGIN_GRID2026      1.7460712  0.1295734    13.476  < 2e-16 ***
ORIGIN_GRID2027      3.7160499  0.1291407    28.775  < 2e-16 ***
ORIGIN_GRID2043      2.1948844  0.1292959    16.976  < 2e-16 ***
ORIGIN_GRID2044      3.0948887  0.1291490    23.964  < 2e-16 ***
ORIGIN_GRID2045     -1.0115818  0.1452934    -6.962 3.35e-12 ***
ORIGIN_GRID2046      3.1250800  0.1291397    24.199  < 2e-16 ***
ORIGIN_GRID2047      3.2568976  0.1291830    25.212  < 2e-16 ***
ORIGIN_GRID2048      3.3008665  0.1291605    25.556  < 2e-16 ***
ORIGIN_GRID2049      2.1191285  0.1297177    16.336  < 2e-16 ***
ORIGIN_GRID2064      3.0361425  0.1291704    23.505  < 2e-16 ***
ORIGIN_GRID2065      1.6207154  0.1293435    12.530  < 2e-16 ***
ORIGIN_GRID2066      1.7104845  0.1310825    13.049  < 2e-16 ***
ORIGIN_GRID2067      4.1487789  0.1291109    32.133  < 2e-16 ***
ORIGIN_GRID2068      3.3627786  0.1292566    26.016  < 2e-16 ***
ORIGIN_GRID2069      3.1249787  0.1291901    24.189  < 2e-16 ***
ORIGIN_GRID2085      1.7485543  0.1294115    13.512  < 2e-16 ***
ORIGIN_GRID2086      3.3025444  0.1291412    25.573  < 2e-16 ***
ORIGIN_GRID2087      2.1389415  0.1292654    16.547  < 2e-16 ***
ORIGIN_GRID2088      2.7929116  0.1291604    21.624  < 2e-16 ***
ORIGIN_GRID2089      2.6250989  0.1292325    20.313  < 2e-16 ***
ORIGIN_GRID2090      3.7358296  0.1291265    28.932  < 2e-16 ***
ORIGIN_GRID2091     -0.6373928  0.1445793    -4.409 1.04e-05 ***
ORIGIN_GRID2105     -0.1304241  0.1639202    -0.796 0.426232    
ORIGIN_GRID2106      0.3350279  0.1304336     2.569 0.010212 *  
ORIGIN_GRID2107      1.5561362  0.1293744    12.028  < 2e-16 ***
ORIGIN_GRID2108      2.7019304  0.1291935    20.914  < 2e-16 ***
ORIGIN_GRID2109      3.0137884  0.1291578    23.334  < 2e-16 ***
ORIGIN_GRID2110      2.5100064  0.1292772    19.416  < 2e-16 ***
ORIGIN_GRID2111      0.3248281  0.1348038     2.410 0.015968 *  
ORIGIN_GRID2128      1.3503575  0.1297848    10.405  < 2e-16 ***
ORIGIN_GRID2129      0.7759549  0.1299264     5.972 2.34e-09 ***
ORIGIN_GRID2130      3.2484307  0.1291381    25.155  < 2e-16 ***
ORIGIN_GRID2131      3.5734648  0.1291549    27.668  < 2e-16 ***
ORIGIN_GRID2132      2.6688285  0.1292135    20.654  < 2e-16 ***
ORIGIN_GRID2148      2.0765648  0.1295567    16.028  < 2e-16 ***
ORIGIN_GRID2149      0.9063712  0.1300200     6.971 3.15e-12 ***
ORIGIN_GRID2150      3.2470436  0.1291570    25.140  < 2e-16 ***
ORIGIN_GRID2151      3.5324768  0.1291274    27.357  < 2e-16 ***
ORIGIN_GRID2152      3.7450870  0.1291343    29.001  < 2e-16 ***
ORIGIN_GRID2153      3.2326976  0.1291916    25.023  < 2e-16 ***
ORIGIN_GRID2171      2.2478621  0.1292650    17.390  < 2e-16 ***
ORIGIN_GRID2172      2.3613260  0.1293016    18.262  < 2e-16 ***
ORIGIN_GRID2173      2.7382469  0.1291783    21.197  < 2e-16 ***
ORIGIN_GRID2174      3.0505507  0.1291822    23.614  < 2e-16 ***
ORIGIN_GRID2191      2.1549183  0.1294585    16.646  < 2e-16 ***
ORIGIN_GRID2192      1.6526181  0.1295213    12.759  < 2e-16 ***
ORIGIN_GRID2193      2.6661446  0.1292137    20.634  < 2e-16 ***
ORIGIN_GRID2194      2.8955552  0.1291777    22.415  < 2e-16 ***
ORIGIN_GRID2195      2.1246165  0.1306195    16.266  < 2e-16 ***
ORIGIN_GRID2212     -0.0464260  0.1531940    -0.303 0.761849    
ORIGIN_GRID2213     -0.2086070  0.1342544    -1.554 0.120228    
ORIGIN_GRID2214      0.8754097  0.1317231     6.646 3.02e-11 ***
ORIGIN_GRID2215      2.6554632  0.1292458    20.546  < 2e-16 ***
ORIGIN_GRID2216      1.6770842  0.1295191    12.949  < 2e-16 ***
ORIGIN_GRID2233     -0.1034037  0.1363674    -0.758 0.448288    
ORIGIN_GRID2234      2.1396661  0.1305077    16.395  < 2e-16 ***
ORIGIN_GRID2235      1.7242900  0.1296770    13.297  < 2e-16 ***
ORIGIN_GRID2236      1.4108064  0.1296934    10.878  < 2e-16 ***
ORIGIN_GRID2237     -0.9765833  0.1418652    -6.884 5.82e-12 ***
ORIGIN_GRID2256      0.1230510  0.1358002     0.906 0.364873    
ORIGIN_GRID2257      1.1381245  0.1305171     8.720  < 2e-16 ***
ORIGIN_GRID2258      0.7602905  0.1300718     5.845 5.06e-09 ***
ORIGIN_GRID2259      0.5153651  0.1332966     3.866 0.000110 ***
ORIGIN_GRID2277      0.9801781  0.1343245     7.297 2.94e-13 ***
ORIGIN_GRID2278      1.5774838  0.1299827    12.136  < 2e-16 ***
ORIGIN_GRID2279      0.5832249  0.1305916     4.466 7.97e-06 ***
ORIGIN_GRID2280     -1.5312531  0.1698843    -9.014  < 2e-16 ***
ORIGIN_GRID2297      3.0464455  0.1293864    23.545  < 2e-16 ***
ORIGIN_GRID2300     -1.0608309  0.1460767    -7.262 3.81e-13 ***
ORIGIN_GRID2301      0.7572235  0.1304104     5.806 6.38e-09 ***
ORIGIN_GRID2318      1.3860447  0.1303620    10.632  < 2e-16 ***
ORIGIN_GRID2319      2.3663530  0.1294683    18.277  < 2e-16 ***
ORIGIN_GRID2322      2.0342007  0.1296010    15.696  < 2e-16 ***
ORIGIN_GRID2337      3.2978479  0.1299117    25.385  < 2e-16 ***
ORIGIN_GRID2341      2.6247028  0.1293922    20.285  < 2e-16 ***
ORIGIN_GRID2343      1.6154331  0.1297921    12.446  < 2e-16 ***
ORIGIN_GRID2361      2.3549742  0.1295887    18.173  < 2e-16 ***
ORIGIN_GRID2364     -1.2759039  0.1505112    -8.477  < 2e-16 ***
ORIGIN_GRID2379      2.9802252  0.1301047    22.906  < 2e-16 ***
ORIGIN_GRID2384      2.1002528  0.1299181    16.166  < 2e-16 ***
ORIGIN_GRID2405      1.8761016  0.1299042    14.442  < 2e-16 ***
ORIGIN_GRID2406      0.4837344  0.1332387     3.631 0.000283 ***
ORIGIN_GRID2426      2.5429466  0.1316583    19.315  < 2e-16 ***
ORIGIN_GRID2427      2.9369885  0.1295032    22.679  < 2e-16 ***
ORIGIN_GRID2505      2.6228197  0.1347606    19.463  < 2e-16 ***
log(BUSINESS_COUNT) -0.0047006  0.0001823   -25.790  < 2e-16 ***
log(RETAIL_COUNT)    0.2906515  0.0001473  1972.850  < 2e-16 ***
log(SCHOOL_COUNT)    0.2173025  0.0006456   336.567  < 2e-16 ***
log(dist)           -1.4744253  0.0002576 -5723.404  < 2e-16 ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for poisson family taken to be 1)

    Null deviance: 99139891  on 64943  degrees of freedom
Residual deviance: 39561654  on 64125  degrees of freedom
AIC: 39917354

Number of Fisher Scoring iterations: 7

Similar with unconstrained, origin constrained model can not take business count as their attractiveness of the grid as it gives negative estimates. however, both retail count and school count both has coefficient within 0.21-0.3. Therefore, they can be seen as an attractiveness variable of the grid

Destination Constrained Model

decSIM <- glm(formula = TRIPS ~ 
                log(POPULATION_COUNT) +
                log(HDB_COUNT) +
                log(BUS_N) +
                DESTIN_GRID +
                log(dist),
              family = poisson(link = "log"),
              data = flowData,
              na.action = na.exclude)
summary(decSIM)

Call:
glm(formula = TRIPS ~ log(POPULATION_COUNT) + log(HDB_COUNT) + 
    log(BUS_N) + DESTIN_GRID + log(dist), family = poisson(link = "log"), 
    data = flowData, na.action = na.exclude)

Coefficients:
                        Estimate Std. Error   z value Pr(>|z|)    
(Intercept)           16.1280475  0.0506883   318.181  < 2e-16 ***
log(POPULATION_COUNT) -0.0401503  0.0002524  -159.084  < 2e-16 ***
log(HDB_COUNT)         0.4519665  0.0005309   851.393  < 2e-16 ***
log(BUS_N)             0.3821476  0.0005183   737.328  < 2e-16 ***
DESTIN_GRID44          1.1300162  0.0554418    20.382  < 2e-16 ***
DESTIN_GRID46          0.5271094  0.0541150     9.741  < 2e-16 ***
DESTIN_GRID66         -0.6842568  0.0684966    -9.990  < 2e-16 ***
DESTIN_GRID67          0.4014652  0.0524361     7.656 1.91e-14 ***
DESTIN_GRID68          0.3293834  0.0541614     6.082 1.19e-09 ***
DESTIN_GRID86          0.2577004  0.0612286     4.209 2.57e-05 ***
DESTIN_GRID87         -2.5094430  0.0977612   -25.669  < 2e-16 ***
DESTIN_GRID88         -0.2396073  0.0534474    -4.483 7.36e-06 ***
DESTIN_GRID89          0.0914210  0.0544107     1.680 0.092918 .  
DESTIN_GRID90         -4.3870812  0.7089176    -6.188 6.08e-10 ***
DESTIN_GRID109        -0.6417460  0.0560552   -11.448  < 2e-16 ***
DESTIN_GRID110        -3.4998445  0.1139337   -30.718  < 2e-16 ***
DESTIN_GRID111         0.2281499  0.0519795     4.389 1.14e-05 ***
DESTIN_GRID112        -1.8387236  0.0601310   -30.579  < 2e-16 ***
DESTIN_GRID128         0.3256098  0.0557161     5.844 5.09e-09 ***
DESTIN_GRID129        -2.8215455  0.1418033   -19.898  < 2e-16 ***
DESTIN_GRID130        -0.5917501  0.0551665   -10.727  < 2e-16 ***
DESTIN_GRID131        -1.0859192  0.0551054   -19.706  < 2e-16 ***
DESTIN_GRID132        -0.0018438  0.0526999    -0.035 0.972090    
DESTIN_GRID133        -0.3660386  0.0520829    -7.028 2.10e-12 ***
DESTIN_GRID134        -0.0772216  0.0519064    -1.488 0.136827    
DESTIN_GRID150        -0.1944964  0.0566018    -3.436 0.000590 ***
DESTIN_GRID151        -0.8277495  0.0553258   -14.961  < 2e-16 ***
DESTIN_GRID152         0.5638983  0.0525617    10.728  < 2e-16 ***
DESTIN_GRID153         0.3314147  0.0522425     6.344 2.24e-10 ***
DESTIN_GRID154        -1.6713750  0.0575612   -29.036  < 2e-16 ***
DESTIN_GRID155        -0.9278885  0.0539048   -17.213  < 2e-16 ***
DESTIN_GRID156        -0.1629192  0.0543073    -3.000 0.002700 ** 
DESTIN_GRID172        -2.0103833  0.0665314   -30.217  < 2e-16 ***
DESTIN_GRID174        -0.3352935  0.0526033    -6.374 1.84e-10 ***
DESTIN_GRID175        -0.2955561  0.0516826    -5.719 1.07e-08 ***
DESTIN_GRID176        -1.6304754  0.0572049   -28.502  < 2e-16 ***
DESTIN_GRID195        -1.0661913  0.0586183   -18.189  < 2e-16 ***
DESTIN_GRID196        -0.2141117  0.0515946    -4.150 3.33e-05 ***
DESTIN_GRID197        -3.1082482  0.0908077   -34.229  < 2e-16 ***
DESTIN_GRID215        -0.2744762  0.0583789    -4.702 2.58e-06 ***
DESTIN_GRID216        -0.8441760  0.0528479   -15.974  < 2e-16 ***
DESTIN_GRID217         0.3821055  0.0514271     7.430 1.09e-13 ***
DESTIN_GRID237        -0.7621071  0.0591148   -12.892  < 2e-16 ***
DESTIN_GRID238        -0.3738140  0.0527185    -7.091 1.33e-12 ***
DESTIN_GRID239        -0.7925867  0.0589278   -13.450  < 2e-16 ***
DESTIN_GRID257        -0.2445857  0.0529018    -4.623 3.78e-06 ***
DESTIN_GRID258        -1.0051482  0.0540769   -18.587  < 2e-16 ***
DESTIN_GRID259         0.1513940  0.0519874     2.912 0.003590 ** 
DESTIN_GRID278         0.2126172  0.0524571     4.053 5.05e-05 ***
DESTIN_GRID279        -0.4177950  0.0522676    -7.993 1.31e-15 ***
DESTIN_GRID280        -0.0495060  0.0520741    -0.951 0.341765    
DESTIN_GRID298        -3.0107858  0.1386756   -21.711  < 2e-16 ***
DESTIN_GRID299        -0.1109814  0.0530148    -2.093 0.036313 *  
DESTIN_GRID300        -1.0779452  0.0533112   -20.220  < 2e-16 ***
DESTIN_GRID320         0.3982406  0.0524426     7.594 3.11e-14 ***
DESTIN_GRID321        -0.9227125  0.0557345   -16.555  < 2e-16 ***
DESTIN_GRID322         1.0404183  0.0518950    20.049  < 2e-16 ***
DESTIN_GRID340         1.2775646  0.0516851    24.718  < 2e-16 ***
DESTIN_GRID341         0.0980170  0.0520084     1.885 0.059479 .  
DESTIN_GRID342         0.5609962  0.0516324    10.865  < 2e-16 ***
DESTIN_GRID363         0.4227929  0.0522559     8.091 5.93e-16 ***
DESTIN_GRID364         1.2199820  0.0511746    23.840  < 2e-16 ***
DESTIN_GRID383         0.4806808  0.0513598     9.359  < 2e-16 ***
DESTIN_GRID384         0.8445949  0.0512698    16.474  < 2e-16 ***
DESTIN_GRID385         0.5009946  0.0526651     9.513  < 2e-16 ***
DESTIN_GRID404         1.0824720  0.0521173    20.770  < 2e-16 ***
DESTIN_GRID405         0.4510758  0.0516303     8.737  < 2e-16 ***
DESTIN_GRID406         0.4095946  0.0508666     8.052 8.12e-16 ***
DESTIN_GRID407         0.8294743  0.0511977    16.201  < 2e-16 ***
DESTIN_GRID408         1.8074749  0.0507962    35.583  < 2e-16 ***
DESTIN_GRID425        -1.1047820  0.0561652   -19.670  < 2e-16 ***
DESTIN_GRID426        -0.1152397  0.0516018    -2.233 0.025532 *  
DESTIN_GRID427        -2.5315090  0.0556829   -45.463  < 2e-16 ***
DESTIN_GRID428        -0.2636291  0.0515542    -5.114 3.16e-07 ***
DESTIN_GRID429        -0.5010207  0.0549160    -9.123  < 2e-16 ***
DESTIN_GRID446        -0.1573713  0.0553490    -2.843 0.004466 ** 
DESTIN_GRID447        -0.8862358  0.0533340   -16.617  < 2e-16 ***
DESTIN_GRID448        -0.4549049  0.0518918    -8.766  < 2e-16 ***
DESTIN_GRID449        -0.2623455  0.0511059    -5.133 2.85e-07 ***
DESTIN_GRID450        -0.7495480  0.0518324   -14.461  < 2e-16 ***
DESTIN_GRID468        -0.1698070  0.0517018    -3.284 0.001022 ** 
DESTIN_GRID469        -0.7143796  0.0512948   -13.927  < 2e-16 ***
DESTIN_GRID470        -0.3851183  0.0510485    -7.544 4.55e-14 ***
DESTIN_GRID471        -0.4598101  0.0528791    -8.695  < 2e-16 ***
DESTIN_GRID488        -0.7404135  0.0551500   -13.425  < 2e-16 ***
DESTIN_GRID489        -2.4348026  0.0682373   -35.681  < 2e-16 ***
DESTIN_GRID490        -0.1330135  0.0513184    -2.592 0.009544 ** 
DESTIN_GRID491        -2.1907887  0.0527496   -41.532  < 2e-16 ***
DESTIN_GRID493        -2.9153426  0.0701229   -41.575  < 2e-16 ***
DESTIN_GRID494        -1.0445436  0.0553762   -18.863  < 2e-16 ***
DESTIN_GRID509        -0.7797059  0.0527324   -14.786  < 2e-16 ***
DESTIN_GRID510        -0.0912058  0.0515218    -1.770 0.076688 .  
DESTIN_GRID511        -0.5678880  0.0510438   -11.126  < 2e-16 ***
DESTIN_GRID512        -0.6596506  0.0510143   -12.931  < 2e-16 ***
DESTIN_GRID513         0.5674831  0.0511187    11.101  < 2e-16 ***
DESTIN_GRID514        -0.1479323  0.0519254    -2.849 0.004387 ** 
DESTIN_GRID515        -1.4126724  0.0587902   -24.029  < 2e-16 ***
DESTIN_GRID530        -1.2601949  0.0580352   -21.714  < 2e-16 ***
DESTIN_GRID531         1.0912411  0.0509482    21.419  < 2e-16 ***
DESTIN_GRID532        -0.4549673  0.0513526    -8.860  < 2e-16 ***
DESTIN_GRID533         1.0083503  0.0507107    19.884  < 2e-16 ***
DESTIN_GRID534        -0.5132158  0.0510126   -10.061  < 2e-16 ***
DESTIN_GRID536        -1.1578038  0.0535596   -21.617  < 2e-16 ***
DESTIN_GRID537        -1.7522991  0.0607481   -28.845  < 2e-16 ***
DESTIN_GRID538        -2.1092714  0.0664535   -31.741  < 2e-16 ***
DESTIN_GRID539        -3.2488219  0.2550769   -12.737  < 2e-16 ***
DESTIN_GRID551        -0.5016082  0.0535046    -9.375  < 2e-16 ***
DESTIN_GRID552         1.4001463  0.0516527    27.107  < 2e-16 ***
DESTIN_GRID553        -0.9711830  0.0513189   -18.924  < 2e-16 ***
DESTIN_GRID554        -0.8703607  0.0510522   -17.048  < 2e-16 ***
DESTIN_GRID555         0.1460587  0.0511413     2.856 0.004290 ** 
DESTIN_GRID559        -1.8143354  0.0734110   -24.715  < 2e-16 ***
DESTIN_GRID560        -0.0670751  0.0531262    -1.263 0.206747    
DESTIN_GRID561        -1.9034915  0.0820429   -23.201  < 2e-16 ***
DESTIN_GRID572        -0.4825625  0.0611046    -7.897 2.85e-15 ***
DESTIN_GRID573         0.4339769  0.0515793     8.414  < 2e-16 ***
DESTIN_GRID574        -0.2254592  0.0529103    -4.261 2.03e-05 ***
DESTIN_GRID575         1.6578217  0.0506656    32.721  < 2e-16 ***
DESTIN_GRID576        -0.5658915  0.0509915   -11.098  < 2e-16 ***
DESTIN_GRID578        -4.0062143  0.1099459   -36.438  < 2e-16 ***
DESTIN_GRID582        -2.3368815  0.0796106   -29.354  < 2e-16 ***
DESTIN_GRID583        -3.2951547  0.1894664   -17.392  < 2e-16 ***
DESTIN_GRID584        -0.7282431  0.0613932   -11.862  < 2e-16 ***
DESTIN_GRID593        -1.5967348  0.0564671   -28.277  < 2e-16 ***
DESTIN_GRID594        -0.2396172  0.0523324    -4.579 4.68e-06 ***
DESTIN_GRID595         0.1836620  0.0509451     3.605 0.000312 ***
DESTIN_GRID596        -0.3944385  0.0508661    -7.754 8.87e-15 ***
DESTIN_GRID597        -0.9736786  0.0528514   -18.423  < 2e-16 ***
DESTIN_GRID603        -2.2223015  0.0722270   -30.768  < 2e-16 ***
DESTIN_GRID604        -1.2197202  0.0709914   -17.181  < 2e-16 ***
DESTIN_GRID615        -1.2025363  0.0526335   -22.847  < 2e-16 ***
DESTIN_GRID616        -0.2121888  0.0513484    -4.132 3.59e-05 ***
DESTIN_GRID617        -1.2510313  0.0514083   -24.335  < 2e-16 ***
DESTIN_GRID618        -0.6909360  0.0509961   -13.549  < 2e-16 ***
DESTIN_GRID620        -0.0824086  0.0517190    -1.593 0.111072    
DESTIN_GRID637        -0.6725614  0.0517295   -13.002  < 2e-16 ***
DESTIN_GRID638        -0.5940061  0.0509307   -11.663  < 2e-16 ***
DESTIN_GRID657         0.2859004  0.0510903     5.596 2.19e-08 ***
DESTIN_GRID658        -0.3135510  0.0509701    -6.152 7.67e-10 ***
DESTIN_GRID659        -0.3659575  0.0509337    -7.185 6.72e-13 ***
DESTIN_GRID660         0.2356934  0.0507707     4.642 3.45e-06 ***
DESTIN_GRID662        -0.3352475  0.0519197    -6.457 1.07e-10 ***
DESTIN_GRID677         0.2768245  0.0514445     5.381 7.41e-08 ***
DESTIN_GRID678        -1.4282218  0.0524590   -27.226  < 2e-16 ***
DESTIN_GRID679         0.0146685  0.0508514     0.288 0.772997    
DESTIN_GRID680         1.5135409  0.0506782    29.866  < 2e-16 ***
DESTIN_GRID681        -1.9715635  0.0536264   -36.765  < 2e-16 ***
DESTIN_GRID699        -0.2714225  0.0513846    -5.282 1.28e-07 ***
DESTIN_GRID700        -0.5000153  0.0510734    -9.790  < 2e-16 ***
DESTIN_GRID701        -2.6258227  0.0542227   -48.427  < 2e-16 ***
DESTIN_GRID702        -0.1063472  0.0508245    -2.092 0.036399 *  
DESTIN_GRID704        -0.2649093  0.0517083    -5.123 3.00e-07 ***
DESTIN_GRID722        -0.7260899  0.0513568   -14.138  < 2e-16 ***
DESTIN_GRID725        -2.3695259  0.0569837   -41.583  < 2e-16 ***
DESTIN_GRID741         0.3173667  0.0511091     6.210 5.31e-10 ***
DESTIN_GRID743        -2.9239538  0.0546471   -53.506  < 2e-16 ***
DESTIN_GRID744        -0.0807483  0.0508384    -1.588 0.112211    
DESTIN_GRID761         0.4819122  0.0512730     9.399  < 2e-16 ***
DESTIN_GRID762        -1.3485605  0.0523219   -25.774  < 2e-16 ***
DESTIN_GRID763        -2.7348466  0.0543653   -50.305  < 2e-16 ***
DESTIN_GRID764         0.3394331  0.0507429     6.689 2.24e-11 ***
DESTIN_GRID765        -0.3079515  0.0514930    -5.980 2.23e-09 ***
DESTIN_GRID767        -0.3020217  0.0510405    -5.917 3.27e-09 ***
DESTIN_GRID772        -1.5111586  0.0632695   -23.884  < 2e-16 ***
DESTIN_GRID784        -2.5089156  0.0549136   -45.688  < 2e-16 ***
DESTIN_GRID785        -0.6054568  0.0509154   -11.891  < 2e-16 ***
DESTIN_GRID786        -0.4039519  0.0508600    -7.942 1.98e-15 ***
DESTIN_GRID787        -1.0043261  0.0517417   -19.410  < 2e-16 ***
DESTIN_GRID788        -1.9688862  0.0525771   -37.448  < 2e-16 ***
DESTIN_GRID789        -2.0142675  0.0533879   -37.729  < 2e-16 ***
DESTIN_GRID803        -0.6612887  0.0524731   -12.602  < 2e-16 ***
DESTIN_GRID804        -0.0749873  0.0509917    -1.471 0.141405    
DESTIN_GRID805         0.9904053  0.0506992    19.535  < 2e-16 ***
DESTIN_GRID806        -0.6985872  0.0509303   -13.717  < 2e-16 ***
DESTIN_GRID807        -0.4591115  0.0510634    -8.991  < 2e-16 ***
DESTIN_GRID808        -1.8565929  0.0535661   -34.660  < 2e-16 ***
DESTIN_GRID809        -0.3245919  0.0508749    -6.380 1.77e-10 ***
DESTIN_GRID810        -0.6594386  0.0512307   -12.872  < 2e-16 ***
DESTIN_GRID814        -0.7068128  0.0541779   -13.046  < 2e-16 ***
DESTIN_GRID824        -0.5363499  0.0523507   -10.245  < 2e-16 ***
DESTIN_GRID826        -0.5064951  0.0509644    -9.938  < 2e-16 ***
DESTIN_GRID827        -0.7044579  0.0510015   -13.813  < 2e-16 ***
DESTIN_GRID828        -0.3500816  0.0508431    -6.886 5.76e-12 ***
DESTIN_GRID829        -0.8292161  0.0511966   -16.197  < 2e-16 ***
DESTIN_GRID830        -1.8578727  0.0521453   -35.629  < 2e-16 ***
DESTIN_GRID831         1.2643751  0.0506815    24.947  < 2e-16 ***
DESTIN_GRID832         1.2703816  0.0507280    25.043  < 2e-16 ***
DESTIN_GRID835        -1.1197482  0.0544564   -20.562  < 2e-16 ***
DESTIN_GRID844        -0.7652154  0.0536758   -14.256  < 2e-16 ***
DESTIN_GRID846        -0.5405650  0.0510783   -10.583  < 2e-16 ***
DESTIN_GRID847         0.2465806  0.0508161     4.852 1.22e-06 ***
DESTIN_GRID848        -0.8557289  0.0510092   -16.776  < 2e-16 ***
DESTIN_GRID849        -1.3324292  0.0512577   -25.995  < 2e-16 ***
DESTIN_GRID850        -0.3736720  0.0508943    -7.342 2.10e-13 ***
DESTIN_GRID851        -0.7936869  0.0509793   -15.569  < 2e-16 ***
DESTIN_GRID852        -0.9299487  0.0512402   -18.149  < 2e-16 ***
DESTIN_GRID853        -0.0898982  0.0512261    -1.755 0.079271 .  
DESTIN_GRID854        -0.3903505  0.0524541    -7.442 9.94e-14 ***
DESTIN_GRID855        -1.3425935  0.0542388   -24.753  < 2e-16 ***
DESTIN_GRID856        -1.9238018  0.0591728   -32.512  < 2e-16 ***
DESTIN_GRID866        -0.0791206  0.0515364    -1.535 0.124726    
DESTIN_GRID867         0.7380894  0.0508171    14.524  < 2e-16 ***
DESTIN_GRID868         0.3395545  0.0508877     6.673 2.51e-11 ***
DESTIN_GRID869         1.1988813  0.0508489    23.577  < 2e-16 ***
DESTIN_GRID870         0.8243234  0.0506978    16.260  < 2e-16 ***
DESTIN_GRID871         1.0080325  0.0507567    19.860  < 2e-16 ***
DESTIN_GRID872        -0.4001376  0.0509085    -7.860 3.84e-15 ***
DESTIN_GRID873        -0.7482663  0.0511964   -14.616  < 2e-16 ***
DESTIN_GRID874        -2.0084282  0.0522821   -38.415  < 2e-16 ***
DESTIN_GRID875        -1.7682504  0.0572274   -30.899  < 2e-16 ***
DESTIN_GRID876        -1.1320314  0.0537376   -21.066  < 2e-16 ***
DESTIN_GRID877        -0.3946722  0.0524434    -7.526 5.24e-14 ***
DESTIN_GRID887        -0.5818780  0.0513486   -11.332  < 2e-16 ***
DESTIN_GRID888        -1.7840548  0.0523790   -34.061  < 2e-16 ***
DESTIN_GRID889        -0.8657635  0.0521406   -16.604  < 2e-16 ***
DESTIN_GRID890        -0.0939162  0.0508440    -1.847 0.064726 .  
DESTIN_GRID891        -1.3635541  0.0527263   -25.861  < 2e-16 ***
DESTIN_GRID893        -0.0394306  0.0508003    -0.776 0.437638    
DESTIN_GRID894        -1.6560076  0.0518159   -31.959  < 2e-16 ***
DESTIN_GRID895        -0.5840123  0.0513942   -11.363  < 2e-16 ***
DESTIN_GRID896        -2.4678886  0.0598121   -41.261  < 2e-16 ***
DESTIN_GRID897        -2.5126218  0.0582884   -43.107  < 2e-16 ***
DESTIN_GRID898        -0.6131133  0.0530741   -11.552  < 2e-16 ***
DESTIN_GRID908         0.0163088  0.0516873     0.316 0.752361    
DESTIN_GRID909        -0.5123864  0.0509760   -10.052  < 2e-16 ***
DESTIN_GRID910        -1.4923771  0.0518898   -28.761  < 2e-16 ***
DESTIN_GRID911         0.7625761  0.0507655    15.022  < 2e-16 ***
DESTIN_GRID912        -0.9198061  0.0511132   -17.995  < 2e-16 ***
DESTIN_GRID915        -0.5508382  0.0509365   -10.814  < 2e-16 ***
DESTIN_GRID917         0.6136444  0.0509054    12.055  < 2e-16 ***
DESTIN_GRID918        -2.7684634  0.0637283   -43.442  < 2e-16 ***
DESTIN_GRID919        -1.2075816  0.0527015   -22.914  < 2e-16 ***
DESTIN_GRID928        -1.6626338  0.0535426   -31.053  < 2e-16 ***
DESTIN_GRID929        -0.7561934  0.0510980   -14.799  < 2e-16 ***
DESTIN_GRID930         0.4459863  0.0507461     8.789  < 2e-16 ***
DESTIN_GRID931        -0.9142972  0.0516334   -17.707  < 2e-16 ***
DESTIN_GRID932        -2.5286958  0.0559945   -45.160  < 2e-16 ***
DESTIN_GRID933        -0.5389494  0.0511673   -10.533  < 2e-16 ***
DESTIN_GRID934        -0.7707539  0.0511983   -15.054  < 2e-16 ***
DESTIN_GRID935         1.2383760  0.0506784    24.436  < 2e-16 ***
DESTIN_GRID938        -3.9263950  0.1574371   -24.939  < 2e-16 ***
DESTIN_GRID939         1.5591082  0.0507319    30.732  < 2e-16 ***
DESTIN_GRID940        -1.3803083  0.0540703   -25.528  < 2e-16 ***
DESTIN_GRID949        -1.5496382  0.0526081   -29.456  < 2e-16 ***
DESTIN_GRID950         0.5276379  0.0508375    10.379  < 2e-16 ***
DESTIN_GRID951         1.2255850  0.0506872    24.179  < 2e-16 ***
DESTIN_GRID952         0.1998972  0.0511730     3.906 9.37e-05 ***
DESTIN_GRID953        -0.5120149  0.0513425    -9.973  < 2e-16 ***
DESTIN_GRID954        -2.3260274  0.0532568   -43.676  < 2e-16 ***
DESTIN_GRID955         0.4544942  0.0507960     8.947  < 2e-16 ***
DESTIN_GRID956        -1.3299049  0.0514260   -25.861  < 2e-16 ***
DESTIN_GRID957        -0.8533183  0.0513138   -16.629  < 2e-16 ***
DESTIN_GRID959        -0.7725215  0.0540891   -14.282  < 2e-16 ***
DESTIN_GRID961        -0.7087506  0.0519735   -13.637  < 2e-16 ***
DESTIN_GRID962         1.2213283  0.0508481    24.019  < 2e-16 ***
DESTIN_GRID970        -0.4271983  0.0510799    -8.363  < 2e-16 ***
DESTIN_GRID971        -0.0155164  0.0508069    -0.305 0.760062    
DESTIN_GRID972        -0.6741300  0.0510848   -13.196  < 2e-16 ***
DESTIN_GRID974        -1.1057609  0.0516408   -21.413  < 2e-16 ***
DESTIN_GRID975        -2.1140518  0.0531346   -39.787  < 2e-16 ***
DESTIN_GRID976        -1.4302388  0.0517148   -27.656  < 2e-16 ***
DESTIN_GRID977        -0.7324807  0.0510120   -14.359  < 2e-16 ***
DESTIN_GRID978        -1.1627145  0.0516967   -22.491  < 2e-16 ***
DESTIN_GRID982        -1.3991927  0.0517678   -27.028  < 2e-16 ***
DESTIN_GRID983        -8.5127639  1.0012816    -8.502  < 2e-16 ***
DESTIN_GRID991        -0.1848525  0.0510548    -3.621 0.000294 ***
DESTIN_GRID992        -0.1048662  0.0509235    -2.059 0.039466 *  
DESTIN_GRID993        -1.3592245  0.0514505   -26.418  < 2e-16 ***
DESTIN_GRID994        -1.5703266  0.0519490   -30.228  < 2e-16 ***
DESTIN_GRID995        -0.7129014  0.0512198   -13.918  < 2e-16 ***
DESTIN_GRID996        -1.2693195  0.0518243   -24.493  < 2e-16 ***
DESTIN_GRID997        -0.5203798  0.0521745    -9.974  < 2e-16 ***
DESTIN_GRID998        -0.2506126  0.0509489    -4.919 8.70e-07 ***
DESTIN_GRID999        -1.1913059  0.0515447   -23.112  < 2e-16 ***
DESTIN_GRID1001       -0.6789064  0.0529875   -12.813  < 2e-16 ***
DESTIN_GRID1003        1.0948589  0.0507156    21.588  < 2e-16 ***
DESTIN_GRID1004        0.3941762  0.0508295     7.755 8.84e-15 ***
DESTIN_GRID1011       -0.6272477  0.0519798   -12.067  < 2e-16 ***
DESTIN_GRID1012        0.6660860  0.0510202    13.055  < 2e-16 ***
DESTIN_GRID1013       -0.3026141  0.0510756    -5.925 3.13e-09 ***
DESTIN_GRID1014       -2.2086462  0.0530695   -41.618  < 2e-16 ***
DESTIN_GRID1015        0.4496724  0.0508190     8.849  < 2e-16 ***
DESTIN_GRID1016        0.8258357  0.0507581    16.270  < 2e-16 ***
DESTIN_GRID1018       -1.0551084  0.0520066   -20.288  < 2e-16 ***
DESTIN_GRID1019       -0.2910165  0.0509455    -5.712 1.11e-08 ***
DESTIN_GRID1023       -1.4444118  0.0522163   -27.662  < 2e-16 ***
DESTIN_GRID1024       -0.2236152  0.0509662    -4.388 1.15e-05 ***
DESTIN_GRID1025       -4.5016116  0.0958494   -46.965  < 2e-16 ***
DESTIN_GRID1033        0.1812518  0.0509570     3.557 0.000375 ***
DESTIN_GRID1034        0.3517975  0.0508249     6.922 4.46e-12 ***
DESTIN_GRID1035        0.2262354  0.0508363     4.450 8.58e-06 ***
DESTIN_GRID1036        0.4955188  0.0508079     9.753  < 2e-16 ***
DESTIN_GRID1037       -0.4373038  0.0509892    -8.576  < 2e-16 ***
DESTIN_GRID1043        0.1031800  0.0516716     1.997 0.045842 *  
DESTIN_GRID1045       -0.3545264  0.0509285    -6.961 3.37e-12 ***
DESTIN_GRID1046       -0.0382893  0.0509182    -0.752 0.452065    
DESTIN_GRID1053        0.5663350  0.0508299    11.142  < 2e-16 ***
DESTIN_GRID1054        0.2413073  0.0508544     4.745 2.08e-06 ***
DESTIN_GRID1055       -0.8144443  0.0512790   -15.883  < 2e-16 ***
DESTIN_GRID1056       -1.3290064  0.0517666   -25.673  < 2e-16 ***
DESTIN_GRID1064       -2.8345193  0.0982677   -28.845  < 2e-16 ***
DESTIN_GRID1066        0.4474010  0.0507697     8.812  < 2e-16 ***
DESTIN_GRID1067        0.5322903  0.0510080    10.435  < 2e-16 ***
DESTIN_GRID1074       -1.5150573  0.0523850   -28.922  < 2e-16 ***
DESTIN_GRID1075        0.0742800  0.0509637     1.458 0.144976    
DESTIN_GRID1076       -0.7089872  0.0510829   -13.879  < 2e-16 ***
DESTIN_GRID1077       -1.1078529  0.0515053   -21.509  < 2e-16 ***
DESTIN_GRID1079       -0.0104977  0.0509405    -0.206 0.836731    
DESTIN_GRID1085       -1.9299439  0.0712516   -27.086  < 2e-16 ***
DESTIN_GRID1087       -0.3482700  0.0509701    -6.833 8.33e-12 ***
DESTIN_GRID1088        0.2057443  0.0508736     4.044 5.25e-05 ***
DESTIN_GRID1094       -3.5558949  0.0721311   -49.298  < 2e-16 ***
DESTIN_GRID1095       -0.6129288  0.0524754   -11.680  < 2e-16 ***
DESTIN_GRID1096       -0.9650926  0.0526952   -18.315  < 2e-16 ***
DESTIN_GRID1097        0.3175999  0.0507786     6.255 3.99e-10 ***
DESTIN_GRID1098       -2.2120688  0.0549956   -40.223  < 2e-16 ***
DESTIN_GRID1099       -0.7416411  0.0512325   -14.476  < 2e-16 ***
DESTIN_GRID1105        1.0741855  0.0513214    20.931  < 2e-16 ***
DESTIN_GRID1106       -3.6411534  0.1083450   -33.607  < 2e-16 ***
DESTIN_GRID1107       -0.2835896  0.0511303    -5.546 2.92e-08 ***
DESTIN_GRID1108        1.7438127  0.0506642    34.419  < 2e-16 ***
DESTIN_GRID1109       -1.7185431  0.0546817   -31.428  < 2e-16 ***
DESTIN_GRID1116       -0.6772746  0.0513154   -13.198  < 2e-16 ***
DESTIN_GRID1117       -0.2428264  0.0511090    -4.751 2.02e-06 ***
DESTIN_GRID1118       -2.2933155  0.0534817   -42.880  < 2e-16 ***
DESTIN_GRID1119       -1.4430953  0.0516879   -27.919  < 2e-16 ***
DESTIN_GRID1120       -1.6505485  0.0533290   -30.950  < 2e-16 ***
DESTIN_GRID1129       -0.8234632  0.0511713   -16.092  < 2e-16 ***
DESTIN_GRID1130       -0.1695199  0.0508941    -3.331 0.000866 ***
DESTIN_GRID1131        1.3645622  0.0508626    26.828  < 2e-16 ***
DESTIN_GRID1136        0.5896129  0.0508350    11.599  < 2e-16 ***
DESTIN_GRID1138       -1.7036955  0.0533143   -31.956  < 2e-16 ***
DESTIN_GRID1139       -0.8551977  0.0510829   -16.741  < 2e-16 ***
DESTIN_GRID1141       -0.7519456  0.0512285   -14.678  < 2e-16 ***
DESTIN_GRID1148       -1.4795537  0.0582007   -25.422  < 2e-16 ***
DESTIN_GRID1149       -1.2827944  0.0523389   -24.509  < 2e-16 ***
DESTIN_GRID1150       -0.9460392  0.0510357   -18.537  < 2e-16 ***
DESTIN_GRID1151       -0.4369437  0.0510103    -8.566  < 2e-16 ***
DESTIN_GRID1158       -1.5858253  0.0517509   -30.643  < 2e-16 ***
DESTIN_GRID1159       -1.4370843  0.0513956   -27.961  < 2e-16 ***
DESTIN_GRID1160        0.1590327  0.0507819     3.132 0.001738 ** 
DESTIN_GRID1171       -0.2985497  0.0509301    -5.862 4.57e-09 ***
DESTIN_GRID1172        1.0811689  0.0507006    21.325  < 2e-16 ***
DESTIN_GRID1173        0.5150037  0.0508600    10.126  < 2e-16 ***
DESTIN_GRID1174       -2.3064652  0.0647327   -35.631  < 2e-16 ***
DESTIN_GRID1178        0.7084961  0.0507454    13.962  < 2e-16 ***
DESTIN_GRID1179       -0.3617770  0.0508780    -7.111 1.15e-12 ***
DESTIN_GRID1180       -0.2497328  0.0508387    -4.912 9.00e-07 ***
DESTIN_GRID1181       -1.2456340  0.0513514   -24.257  < 2e-16 ***
DESTIN_GRID1183        0.6016433  0.0508125    11.840  < 2e-16 ***
DESTIN_GRID1190       -1.2566798  0.0567380   -22.149  < 2e-16 ***
DESTIN_GRID1192       -0.0944029  0.0508753    -1.856 0.063514 .  
DESTIN_GRID1193       -0.0865216  0.0508813    -1.700 0.089045 .  
DESTIN_GRID1194        0.3106471  0.0509611     6.096 1.09e-09 ***
DESTIN_GRID1200       -0.6984314  0.0510919   -13.670  < 2e-16 ***
DESTIN_GRID1201       -0.9630373  0.0511399   -18.831  < 2e-16 ***
DESTIN_GRID1203       -0.7832490  0.0512056   -15.296  < 2e-16 ***
DESTIN_GRID1204       -0.8958678  0.0513543   -17.445  < 2e-16 ***
DESTIN_GRID1211       -4.8617606  0.2720163   -17.873  < 2e-16 ***
DESTIN_GRID1214       -1.1921141  0.0512895   -23.243  < 2e-16 ***
DESTIN_GRID1215       -0.6369077  0.0518543   -12.283  < 2e-16 ***
DESTIN_GRID1216       -0.0784133  0.0515378    -1.521 0.128141    
DESTIN_GRID1220       -0.4432420  0.0509724    -8.696  < 2e-16 ***
DESTIN_GRID1221        0.0473403  0.0507858     0.932 0.351256    
DESTIN_GRID1222       -1.0790121  0.0520723   -20.721  < 2e-16 ***
DESTIN_GRID1223       -1.3235108  0.0517517   -25.574  < 2e-16 ***
DESTIN_GRID1224       -0.6482884  0.0511960   -12.663  < 2e-16 ***
DESTIN_GRID1231       -2.6512050  0.0760239   -34.873  < 2e-16 ***
DESTIN_GRID1232       -1.0756263  0.0557053   -19.309  < 2e-16 ***
DESTIN_GRID1235       -0.4065150  0.0509493    -7.979 1.48e-15 ***
DESTIN_GRID1236       -0.5117201  0.0512614    -9.983  < 2e-16 ***
DESTIN_GRID1241       -1.6267694  0.0519303   -31.326  < 2e-16 ***
DESTIN_GRID1242       -1.3804494  0.0513686   -26.873  < 2e-16 ***
DESTIN_GRID1243       -0.2360877  0.0508552    -4.642 3.44e-06 ***
DESTIN_GRID1246       -0.9779136  0.0513164   -19.057  < 2e-16 ***
DESTIN_GRID1256       -1.1698375  0.0513186   -22.796  < 2e-16 ***
DESTIN_GRID1257       -0.2324713  0.0509803    -4.560 5.11e-06 ***
DESTIN_GRID1258        0.7682196  0.0508744    15.100  < 2e-16 ***
DESTIN_GRID1262       -1.9890484  0.0523093   -38.025  < 2e-16 ***
DESTIN_GRID1263        0.3601394  0.0507361     7.098 1.26e-12 ***
DESTIN_GRID1264       -0.6071862  0.0511070   -11.881  < 2e-16 ***
DESTIN_GRID1265       -0.5087984  0.0512156    -9.934  < 2e-16 ***
DESTIN_GRID1266       -0.2284343  0.0510479    -4.475 7.64e-06 ***
DESTIN_GRID1267       -1.8407919  0.0533254   -34.520  < 2e-16 ***
DESTIN_GRID1272       -4.5387187  0.1164185   -38.986  < 2e-16 ***
DESTIN_GRID1273        0.1067818  0.0510857     2.090 0.036596 *  
DESTIN_GRID1277        0.2151316  0.0508029     4.235 2.29e-05 ***
DESTIN_GRID1278       -0.1948522  0.0509686    -3.823 0.000132 ***
DESTIN_GRID1283        0.8134739  0.0507339    16.034  < 2e-16 ***
DESTIN_GRID1284        0.3143877  0.0507614     6.193 5.89e-10 ***
DESTIN_GRID1285       -0.1282174  0.0508155    -2.523 0.011629 *  
DESTIN_GRID1286       -0.9168124  0.0514727   -17.812  < 2e-16 ***
DESTIN_GRID1289       -3.1665109  0.0627081   -50.496  < 2e-16 ***
DESTIN_GRID1293       -4.1547744  0.0906312   -45.843  < 2e-16 ***
DESTIN_GRID1294       -0.2403335  0.0513263    -4.682 2.83e-06 ***
DESTIN_GRID1295       -2.4273604  0.0560396   -43.315  < 2e-16 ***
DESTIN_GRID1298       -0.6699378  0.0510658   -13.119  < 2e-16 ***
DESTIN_GRID1299       -0.7531963  0.0513287   -14.674  < 2e-16 ***
DESTIN_GRID1304       -0.2498145  0.0509290    -4.905 9.34e-07 ***
DESTIN_GRID1305       -0.1348257  0.0507914    -2.654 0.007943 ** 
DESTIN_GRID1307       -1.3154382  0.0536445   -24.521  < 2e-16 ***
DESTIN_GRID1308       -0.0528840  0.0509120    -1.039 0.298929    
DESTIN_GRID1310       -5.1045599  0.1720215   -29.674  < 2e-16 ***
DESTIN_GRID1316       -1.7950323  0.0529391   -33.908  < 2e-16 ***
DESTIN_GRID1317       -1.9873215  0.0523779   -37.942  < 2e-16 ***
DESTIN_GRID1318       -2.2719757  0.0532397   -42.675  < 2e-16 ***
DESTIN_GRID1319        0.6766546  0.0507365    13.337  < 2e-16 ***
DESTIN_GRID1320       -1.4608587  0.0522358   -27.967  < 2e-16 ***
DESTIN_GRID1324       -0.4336775  0.0532178    -8.149 3.67e-16 ***
DESTIN_GRID1325       -2.0695095  0.0525826   -39.357  < 2e-16 ***
DESTIN_GRID1326       -0.5717669  0.0509170   -11.229  < 2e-16 ***
DESTIN_GRID1327       -0.3719337  0.0508823    -7.310 2.68e-13 ***
DESTIN_GRID1328       -0.5102652  0.0510351    -9.998  < 2e-16 ***
DESTIN_GRID1329       -0.4809300  0.0513872    -9.359  < 2e-16 ***
DESTIN_GRID1330        0.7979740  0.0508753    15.685  < 2e-16 ***
DESTIN_GRID1331       -5.8862588  0.2720166   -21.639  < 2e-16 ***
DESTIN_GRID1333       -1.8850890  0.0530511   -35.533  < 2e-16 ***
DESTIN_GRID1334       -1.3583548  0.0522514   -25.997  < 2e-16 ***
DESTIN_GRID1335        0.5542006  0.0509135    10.885  < 2e-16 ***
DESTIN_GRID1336       -2.8245684  0.0683350   -41.334  < 2e-16 ***
DESTIN_GRID1337       -3.1940809  0.0606774   -52.640  < 2e-16 ***
DESTIN_GRID1338       -3.2161581  0.0580549   -55.399  < 2e-16 ***
DESTIN_GRID1339        0.4500173  0.0507602     8.866  < 2e-16 ***
DESTIN_GRID1340       -1.0309876  0.0514064   -20.056  < 2e-16 ***
DESTIN_GRID1341       -4.7347881  0.1068371   -44.318  < 2e-16 ***
DESTIN_GRID1346       -0.4028917  0.0510992    -7.884 3.16e-15 ***
DESTIN_GRID1347        0.4824446  0.0507492     9.506  < 2e-16 ***
DESTIN_GRID1348       -0.7761053  0.0510415   -15.205  < 2e-16 ***
DESTIN_GRID1349        0.2923257  0.0508803     5.745 9.17e-09 ***
DESTIN_GRID1350       -0.9384983  0.0523540   -17.926  < 2e-16 ***
DESTIN_GRID1353       -0.4225901  0.0509909    -8.288  < 2e-16 ***
DESTIN_GRID1354       -1.2898937  0.0516044   -24.996  < 2e-16 ***
DESTIN_GRID1355       -1.3323654  0.0517949   -25.724  < 2e-16 ***
DESTIN_GRID1357       -1.9062814  0.0540502   -35.269  < 2e-16 ***
DESTIN_GRID1358        0.4741207  0.0507619     9.340  < 2e-16 ***
DESTIN_GRID1359       -0.6049453  0.0509885   -11.864  < 2e-16 ***
DESTIN_GRID1360       -0.9316358  0.0510974   -18.233  < 2e-16 ***
DESTIN_GRID1361       -0.8248646  0.0513792   -16.054  < 2e-16 ***
DESTIN_GRID1362       -2.2334919  0.0575822   -38.788  < 2e-16 ***
DESTIN_GRID1368       -1.4231074  0.0513349   -27.722  < 2e-16 ***
DESTIN_GRID1369       -1.3516774  0.0513080   -26.344  < 2e-16 ***
DESTIN_GRID1370        0.4758909  0.0507517     9.377  < 2e-16 ***
DESTIN_GRID1371       -0.3252565  0.0511223    -6.362 1.99e-10 ***
DESTIN_GRID1372       -0.4505995  0.0510814    -8.821  < 2e-16 ***
DESTIN_GRID1373       -3.4835969  0.0611290   -56.988  < 2e-16 ***
DESTIN_GRID1374       -2.1435400  0.0525493   -40.791  < 2e-16 ***
DESTIN_GRID1375       -0.2428639  0.0511123    -4.752 2.02e-06 ***
DESTIN_GRID1376       -1.8824816  0.0531602   -35.411  < 2e-16 ***
DESTIN_GRID1379       -4.5418182  0.0853320   -53.225  < 2e-16 ***
DESTIN_GRID1380        1.0818712  0.0506904    21.343  < 2e-16 ***
DESTIN_GRID1381        1.4359701  0.0506766    28.336  < 2e-16 ***
DESTIN_GRID1382        0.4738981  0.0508145     9.326  < 2e-16 ***
DESTIN_GRID1383       -2.0997547  0.0540434   -38.853  < 2e-16 ***
DESTIN_GRID1388       -0.7077035  0.0510157   -13.872  < 2e-16 ***
DESTIN_GRID1389       -1.0331680  0.0511121   -20.214  < 2e-16 ***
DESTIN_GRID1390       -0.6362473  0.0510350   -12.467  < 2e-16 ***
DESTIN_GRID1391        0.4096949  0.0508335     8.060 7.66e-16 ***
DESTIN_GRID1392        0.3169683  0.0518402     6.114 9.70e-10 ***
DESTIN_GRID1393       -0.9981314  0.0512598   -19.472  < 2e-16 ***
DESTIN_GRID1394       -0.7635750  0.0509945   -14.974  < 2e-16 ***
DESTIN_GRID1395       -1.0233370  0.0511182   -20.019  < 2e-16 ***
DESTIN_GRID1396       -0.1552514  0.0508751    -3.052 0.002276 ** 
DESTIN_GRID1397       -0.9848950  0.0511990   -19.237  < 2e-16 ***
DESTIN_GRID1398       -1.4753432  0.0526235   -28.036  < 2e-16 ***
DESTIN_GRID1400       -1.3943847  0.0517204   -26.960  < 2e-16 ***
DESTIN_GRID1401        0.3105096  0.0507312     6.121 9.32e-10 ***
DESTIN_GRID1402       -0.3370386  0.0508938    -6.622 3.53e-11 ***
DESTIN_GRID1404       -1.1819651  0.0552118   -21.408  < 2e-16 ***
DESTIN_GRID1410        0.2393244  0.0507707     4.714 2.43e-06 ***
DESTIN_GRID1411       -0.6569019  0.0510735   -12.862  < 2e-16 ***
DESTIN_GRID1412        0.2082557  0.0507927     4.100 4.13e-05 ***
DESTIN_GRID1413       -0.4294575  0.0510154    -8.418  < 2e-16 ***
DESTIN_GRID1414       -0.6064676  0.0509574   -11.901  < 2e-16 ***
DESTIN_GRID1415       -0.3221599  0.0509026    -6.329 2.47e-10 ***
DESTIN_GRID1416       -0.7287674  0.0510753   -14.268  < 2e-16 ***
DESTIN_GRID1417       -0.5228800  0.0508963   -10.273  < 2e-16 ***
DESTIN_GRID1418       -0.4628553  0.0509215    -9.090  < 2e-16 ***
DESTIN_GRID1419       -0.8167439  0.0511528   -15.967  < 2e-16 ***
DESTIN_GRID1422       -0.6074155  0.0509756   -11.916  < 2e-16 ***
DESTIN_GRID1423       -0.0984184  0.0508654    -1.935 0.053005 .  
DESTIN_GRID1430        0.0230323  0.0508661     0.453 0.650691    
DESTIN_GRID1431        0.4284494  0.0507524     8.442  < 2e-16 ***
DESTIN_GRID1432        0.0691237  0.0507904     1.361 0.173526    
DESTIN_GRID1433       -0.4394279  0.0514555    -8.540  < 2e-16 ***
DESTIN_GRID1434        0.3330044  0.0507788     6.558 5.46e-11 ***
DESTIN_GRID1435       -0.2256142  0.0508309    -4.439 9.06e-06 ***
DESTIN_GRID1436       -1.6864823  0.0517035   -32.618  < 2e-16 ***
DESTIN_GRID1437       -0.7871897  0.0509889   -15.438  < 2e-16 ***
DESTIN_GRID1438       -0.1770684  0.0507900    -3.486 0.000490 ***
DESTIN_GRID1439        0.5781808  0.0507353    11.396  < 2e-16 ***
DESTIN_GRID1440        0.0113753  0.0509918     0.223 0.823473    
DESTIN_GRID1442       -2.4315350  0.0534658   -45.478  < 2e-16 ***
DESTIN_GRID1443       -0.4302290  0.0509313    -8.447  < 2e-16 ***
DESTIN_GRID1444        0.3486388  0.0509467     6.843 7.74e-12 ***
DESTIN_GRID1452        0.6628306  0.0507259    13.067  < 2e-16 ***
DESTIN_GRID1453       -0.1387827  0.0508659    -2.728 0.006364 ** 
DESTIN_GRID1454       -1.2198325  0.0518608   -23.521  < 2e-16 ***
DESTIN_GRID1455       -0.4936329  0.0510996    -9.660  < 2e-16 ***
DESTIN_GRID1456       -0.4025597  0.0509284    -7.904 2.69e-15 ***
DESTIN_GRID1457        0.2450721  0.0508101     4.823 1.41e-06 ***
DESTIN_GRID1458        1.0316337  0.0506852    20.354  < 2e-16 ***
DESTIN_GRID1459       -1.4469844  0.0512433   -28.238  < 2e-16 ***
DESTIN_GRID1460       -0.1475254  0.0508042    -2.904 0.003687 ** 
DESTIN_GRID1461       -0.3177670  0.0510376    -6.226 4.78e-10 ***
DESTIN_GRID1464       -0.7311136  0.0510614   -14.318  < 2e-16 ***
DESTIN_GRID1465       -1.2648188  0.0516800   -24.474  < 2e-16 ***
DESTIN_GRID1472       -0.3975160  0.0511264    -7.775 7.54e-15 ***
DESTIN_GRID1473        0.5383766  0.0507531    10.608  < 2e-16 ***
DESTIN_GRID1474        0.3857731  0.0507402     7.603 2.90e-14 ***
DESTIN_GRID1475        0.0181371  0.0508121     0.357 0.721133    
DESTIN_GRID1476       -0.8417415  0.0510897   -16.476  < 2e-16 ***
DESTIN_GRID1477        1.0187125  0.0506784    20.102  < 2e-16 ***
DESTIN_GRID1478       -0.5387648  0.0508682   -10.591  < 2e-16 ***
DESTIN_GRID1479       -1.3139576  0.0511299   -25.698  < 2e-16 ***
DESTIN_GRID1480        0.9391332  0.0506841    18.529  < 2e-16 ***
DESTIN_GRID1481       -0.6001229  0.0510417   -11.757  < 2e-16 ***
DESTIN_GRID1482        0.5868397  0.0508496    11.541  < 2e-16 ***
DESTIN_GRID1485       -1.7310622  0.0521150   -33.216  < 2e-16 ***
DESTIN_GRID1494        0.3319596  0.0508022     6.534 6.39e-11 ***
DESTIN_GRID1495       -0.5185035  0.0509382   -10.179  < 2e-16 ***
DESTIN_GRID1496        0.3931597  0.0507402     7.748 9.30e-15 ***
DESTIN_GRID1497       -0.9129828  0.0511506   -17.849  < 2e-16 ***
DESTIN_GRID1498       -0.6955154  0.0509872   -13.641  < 2e-16 ***
DESTIN_GRID1499       -0.2728195  0.0507997    -5.370 7.85e-08 ***
DESTIN_GRID1500       -0.8931274  0.0512477   -17.428  < 2e-16 ***
DESTIN_GRID1501        0.0229062  0.0507680     0.451 0.651850    
DESTIN_GRID1502        0.0563144  0.0507904     1.109 0.267534    
DESTIN_GRID1506       -3.7361413  0.0824730   -45.301  < 2e-16 ***
DESTIN_GRID1514       -6.7333997  0.7089177    -9.498  < 2e-16 ***
DESTIN_GRID1515       -0.7448391  0.0522489   -14.256  < 2e-16 ***
DESTIN_GRID1516        0.4306240  0.0507417     8.487  < 2e-16 ***
DESTIN_GRID1517       -0.4564392  0.0510248    -8.945  < 2e-16 ***
DESTIN_GRID1518       -1.1908721  0.0512423   -23.240  < 2e-16 ***
DESTIN_GRID1519       -0.6930211  0.0511839   -13.540  < 2e-16 ***
DESTIN_GRID1520       -0.5337685  0.0508785   -10.491  < 2e-16 ***
DESTIN_GRID1521       -1.1484982  0.0511555   -22.451  < 2e-16 ***
DESTIN_GRID1522       -0.2866338  0.0508509    -5.637 1.73e-08 ***
DESTIN_GRID1523        1.0730679  0.0507802    21.132  < 2e-16 ***
DESTIN_GRID1524       -1.2211872  0.0519138   -23.523  < 2e-16 ***
DESTIN_GRID1527       -3.1418640  0.0597969   -52.542  < 2e-16 ***
DESTIN_GRID1535       -2.0862056  0.0767235   -27.191  < 2e-16 ***
DESTIN_GRID1536       -2.0369148  0.0563823   -36.127  < 2e-16 ***
DESTIN_GRID1537       -0.1314960  0.0509601    -2.580 0.009869 ** 
DESTIN_GRID1538       -0.2687192  0.0508670    -5.283 1.27e-07 ***
DESTIN_GRID1539       -0.2843971  0.0508200    -5.596 2.19e-08 ***
DESTIN_GRID1540       -0.8610708  0.0509646   -16.895  < 2e-16 ***
DESTIN_GRID1541       -0.0078243  0.0510228    -0.153 0.878122    
DESTIN_GRID1542       -1.0302405  0.0514080   -20.040  < 2e-16 ***
DESTIN_GRID1543       -1.0639526  0.0571770   -18.608  < 2e-16 ***
DESTIN_GRID1544       -0.9870081  0.0513936   -19.205  < 2e-16 ***
DESTIN_GRID1547       -1.3694860  0.0528824   -25.897  < 2e-16 ***
DESTIN_GRID1556       -2.8039400  0.0861317   -32.554  < 2e-16 ***
DESTIN_GRID1557       -1.4620219  0.0533648   -27.397  < 2e-16 ***
DESTIN_GRID1558       -0.0645931  0.0520763    -1.240 0.214844    
DESTIN_GRID1559        0.2480967  0.0507611     4.888 1.02e-06 ***
DESTIN_GRID1560        0.2137348  0.0507558     4.211 2.54e-05 ***
DESTIN_GRID1561       -0.4490311  0.0510502    -8.796  < 2e-16 ***
DESTIN_GRID1562       -2.6727024  0.0531764   -50.261  < 2e-16 ***
DESTIN_GRID1563       -1.6217663  0.0514393   -31.528  < 2e-16 ***
DESTIN_GRID1564       -1.2095159  0.0512814   -23.586  < 2e-16 ***
DESTIN_GRID1565       -0.5509057  0.0510057   -10.801  < 2e-16 ***
DESTIN_GRID1566       -2.1062402  0.0532138   -39.581  < 2e-16 ***
DESTIN_GRID1567       -1.7013099  0.0535533   -31.769  < 2e-16 ***
DESTIN_GRID1568       -0.7493894  0.0518762   -14.446  < 2e-16 ***
DESTIN_GRID1578       -2.0386212  0.1064718   -19.147  < 2e-16 ***
DESTIN_GRID1580       -2.5923628  0.0559740   -46.314  < 2e-16 ***
DESTIN_GRID1581       -0.1200460  0.0508311    -2.362 0.018193 *  
DESTIN_GRID1582        0.0363093  0.0507675     0.715 0.474482    
DESTIN_GRID1583       -1.3713752  0.0543250   -25.244  < 2e-16 ***
DESTIN_GRID1584       -1.5333380  0.0519904   -29.493  < 2e-16 ***
DESTIN_GRID1585       -0.9119770  0.0511863   -17.817  < 2e-16 ***
DESTIN_GRID1586       -0.3598500  0.0509031    -7.069 1.56e-12 ***
DESTIN_GRID1589       -1.4837691  0.0522837   -28.379  < 2e-16 ***
DESTIN_GRID1590       -0.9534137  0.0523224   -18.222  < 2e-16 ***
DESTIN_GRID1600       -0.5959481  0.0525057   -11.350  < 2e-16 ***
DESTIN_GRID1601       -1.0933043  0.0511101   -21.391  < 2e-16 ***
DESTIN_GRID1602       -0.5719310  0.0510275   -11.208  < 2e-16 ***
DESTIN_GRID1603        0.4902894  0.0507638     9.658  < 2e-16 ***
DESTIN_GRID1604       -1.7942362  0.0516847   -34.715  < 2e-16 ***
DESTIN_GRID1605       -0.6274954  0.0509197   -12.323  < 2e-16 ***
DESTIN_GRID1606       -1.2238907  0.0522305   -23.433  < 2e-16 ***
DESTIN_GRID1607       -0.0157958  0.0507916    -0.311 0.755807    
DESTIN_GRID1608       -0.6415666  0.0510067   -12.578  < 2e-16 ***
DESTIN_GRID1609        0.0600160  0.0508627     1.180 0.238016    
DESTIN_GRID1610       -1.9107786  0.0567498   -33.670  < 2e-16 ***
DESTIN_GRID1622        0.1510164  0.0516843     2.922 0.003479 ** 
DESTIN_GRID1623        0.0041011  0.0507866     0.081 0.935639    
DESTIN_GRID1624        0.4764189  0.0507583     9.386  < 2e-16 ***
DESTIN_GRID1625       -0.2764463  0.0509128    -5.430 5.64e-08 ***
DESTIN_GRID1626        1.4085563  0.0506716    27.798  < 2e-16 ***
DESTIN_GRID1627       -1.6674997  0.0513750   -32.457  < 2e-16 ***
DESTIN_GRID1628        0.4217461  0.0507374     8.312  < 2e-16 ***
DESTIN_GRID1629       -2.3615854  0.0527265   -44.789  < 2e-16 ***
DESTIN_GRID1630       -1.6711367  0.0518517   -32.229  < 2e-16 ***
DESTIN_GRID1631       -1.9580239  0.0534185   -36.654  < 2e-16 ***
DESTIN_GRID1642       -2.4240180  0.0592123   -40.938  < 2e-16 ***
DESTIN_GRID1643       -0.4994191  0.0509319    -9.806  < 2e-16 ***
DESTIN_GRID1644       -0.4600640  0.0511363    -8.997  < 2e-16 ***
DESTIN_GRID1645       -0.6578934  0.0509888   -12.903  < 2e-16 ***
DESTIN_GRID1646       -0.3657985  0.0511847    -7.147 8.89e-13 ***
DESTIN_GRID1647       -0.9512212  0.0509796   -18.659  < 2e-16 ***
DESTIN_GRID1648       -0.8173138  0.0509226   -16.050  < 2e-16 ***
DESTIN_GRID1649       -0.1786877  0.0507849    -3.519 0.000434 ***
DESTIN_GRID1650       -0.8119205  0.0511151   -15.884  < 2e-16 ***
DESTIN_GRID1664       -4.1115281  0.1139341   -36.087  < 2e-16 ***
DESTIN_GRID1665        0.0710414  0.0507744     1.399 0.161766    
DESTIN_GRID1666        0.0998003  0.0507708     1.966 0.049333 *  
DESTIN_GRID1667       -0.9160132  0.0526160   -17.409  < 2e-16 ***
DESTIN_GRID1668       -0.9214915  0.0510431   -18.053  < 2e-16 ***
DESTIN_GRID1670       -0.2981448  0.0508027    -5.869 4.39e-09 ***
DESTIN_GRID1671       -0.9045256  0.0516882   -17.500  < 2e-16 ***
DESTIN_GRID1672       -1.6331814  0.0519809   -31.419  < 2e-16 ***
DESTIN_GRID1684       -0.0941957  0.0513649    -1.834 0.066676 .  
DESTIN_GRID1685       -1.1527339  0.0513479   -22.450  < 2e-16 ***
DESTIN_GRID1686       -0.4930035  0.0509103    -9.684  < 2e-16 ***
DESTIN_GRID1687       -0.2220116  0.0510422    -4.350 1.36e-05 ***
DESTIN_GRID1688       -0.9268014  0.0510594   -18.151  < 2e-16 ***
DESTIN_GRID1689       -1.6064365  0.0515643   -31.154  < 2e-16 ***
DESTIN_GRID1690       -2.1565648  0.0521944   -41.318  < 2e-16 ***
DESTIN_GRID1691       -0.2170144  0.0507946    -4.272 1.93e-05 ***
DESTIN_GRID1692       -2.2061065  0.0525110   -42.012  < 2e-16 ***
DESTIN_GRID1706       -0.5580652  0.0511666   -10.907  < 2e-16 ***
DESTIN_GRID1707       -1.3664858  0.0512388   -26.669  < 2e-16 ***
DESTIN_GRID1708       -0.7961232  0.0509949   -15.612  < 2e-16 ***
DESTIN_GRID1709       -0.0947206  0.0508225    -1.864 0.062357 .  
DESTIN_GRID1710       -0.1485735  0.0508544    -2.922 0.003483 ** 
DESTIN_GRID1711        0.5191052  0.0507327    10.232  < 2e-16 ***
DESTIN_GRID1712       -0.3233263  0.0507894    -6.366 1.94e-10 ***
DESTIN_GRID1713       -2.8353755  0.0529278   -53.571  < 2e-16 ***
DESTIN_GRID1714       -1.2162616  0.0512711   -23.722  < 2e-16 ***
DESTIN_GRID1727       -0.0641392  0.0509010    -1.260 0.207641    
DESTIN_GRID1728       -0.1368724  0.0508088    -2.694 0.007063 ** 
DESTIN_GRID1729        0.0084971  0.0507889     0.167 0.867132    
DESTIN_GRID1730       -1.0106261  0.0513084   -19.697  < 2e-16 ***
DESTIN_GRID1731        0.0879216  0.0508021     1.731 0.083511 .  
DESTIN_GRID1732       -0.5148955  0.0508293   -10.130  < 2e-16 ***
DESTIN_GRID1733       -1.6382880  0.0512314   -31.978  < 2e-16 ***
DESTIN_GRID1734       -0.4036332  0.0508313    -7.941 2.01e-15 ***
DESTIN_GRID1735       -0.9764798  0.0523989   -18.635  < 2e-16 ***
DESTIN_GRID1748       -1.0152080  0.0513844   -19.757  < 2e-16 ***
DESTIN_GRID1749        0.1418523  0.0507668     2.794 0.005203 ** 
DESTIN_GRID1750       -0.0359413  0.0507885    -0.708 0.479153    
DESTIN_GRID1751       -0.4987197  0.0509942    -9.780  < 2e-16 ***
DESTIN_GRID1753       -0.1102021  0.0508055    -2.169 0.030075 *  
DESTIN_GRID1754        0.8612260  0.0506835    16.992  < 2e-16 ***
DESTIN_GRID1755        0.1451602  0.0507332     2.861 0.004220 ** 
DESTIN_GRID1756       -0.7916407  0.0509119   -15.549  < 2e-16 ***
DESTIN_GRID1757       -2.3374699  0.0552910   -42.276  < 2e-16 ***
DESTIN_GRID1769       -0.3473529  0.0509633    -6.816 9.38e-12 ***
DESTIN_GRID1770       -0.8333442  0.0510360   -16.329  < 2e-16 ***
DESTIN_GRID1771        0.0482799  0.0508487     0.949 0.342376    
DESTIN_GRID1772        0.8360732  0.0510736    16.370  < 2e-16 ***
DESTIN_GRID1774       -1.0244719  0.0510535   -20.067  < 2e-16 ***
DESTIN_GRID1775       -1.5021370  0.0511735   -29.354  < 2e-16 ***
DESTIN_GRID1776        0.7470407  0.0506882    14.738  < 2e-16 ***
DESTIN_GRID1777       -1.0049137  0.0510784   -19.674  < 2e-16 ***
DESTIN_GRID1778       -1.8019335  0.0546960   -32.945  < 2e-16 ***
DESTIN_GRID1790        0.2320297  0.0508530     4.563 5.05e-06 ***
DESTIN_GRID1791       -0.2152637  0.0509204    -4.227 2.36e-05 ***
DESTIN_GRID1792       -0.2157539  0.0510611    -4.225 2.39e-05 ***
DESTIN_GRID1793       -0.3129472  0.0509249    -6.145 7.98e-10 ***
DESTIN_GRID1794        1.0825242  0.0511437    21.166  < 2e-16 ***
DESTIN_GRID1795       -2.6904546  0.0548273   -49.071  < 2e-16 ***
DESTIN_GRID1796       -0.4925640  0.0508817    -9.681  < 2e-16 ***
DESTIN_GRID1797       -0.7932210  0.0508898   -15.587  < 2e-16 ***
DESTIN_GRID1798       -0.5615685  0.0508669   -11.040  < 2e-16 ***
DESTIN_GRID1799       -1.2456020  0.0513496   -24.257  < 2e-16 ***
DESTIN_GRID1800       -2.8421314  0.0722298   -39.348  < 2e-16 ***
DESTIN_GRID1811       -0.6865401  0.0511718   -13.416  < 2e-16 ***
DESTIN_GRID1812        0.5707020  0.0507213    11.252  < 2e-16 ***
DESTIN_GRID1813        0.6524597  0.0507172    12.865  < 2e-16 ***
DESTIN_GRID1817       -2.0808168  0.0520193   -40.001  < 2e-16 ***
DESTIN_GRID1818       -0.9049719  0.0509316   -17.768  < 2e-16 ***
DESTIN_GRID1819        0.8765284  0.0506894    17.292  < 2e-16 ***
DESTIN_GRID1820       -3.3421281  0.0669358   -49.930  < 2e-16 ***
DESTIN_GRID1832        0.6761064  0.0507767    13.315  < 2e-16 ***
DESTIN_GRID1833       -0.7776347  0.0510788   -15.224  < 2e-16 ***
DESTIN_GRID1834       -0.9322440  0.0510326   -18.268  < 2e-16 ***
DESTIN_GRID1835       -0.9130768  0.0511546   -17.849  < 2e-16 ***
DESTIN_GRID1837       -0.9531664  0.0523934   -18.193  < 2e-16 ***
DESTIN_GRID1839       -2.0593900  0.0520374   -39.575  < 2e-16 ***
DESTIN_GRID1840        0.5693093  0.0507105    11.227  < 2e-16 ***
DESTIN_GRID1841       -2.5137894  0.0558317   -45.024  < 2e-16 ***
DESTIN_GRID1842       -0.7376637  0.0526814   -14.002  < 2e-16 ***
DESTIN_GRID1853       -0.3775115  0.0509270    -7.413 1.24e-13 ***
DESTIN_GRID1854       -0.0763852  0.0508567    -1.502 0.133105    
DESTIN_GRID1855        0.1316927  0.0508095     2.592 0.009545 ** 
DESTIN_GRID1858        0.0336917  0.0512714     0.657 0.511101    
DESTIN_GRID1860       -1.4271967  0.0538235   -26.516  < 2e-16 ***
DESTIN_GRID1861       -0.5951655  0.0509419   -11.683  < 2e-16 ***
DESTIN_GRID1874       -0.6180888  0.0514611   -12.011  < 2e-16 ***
DESTIN_GRID1875       -2.3606922  0.0545415   -43.282  < 2e-16 ***
DESTIN_GRID1876       -0.9538637  0.0549746   -17.351  < 2e-16 ***
DESTIN_GRID1877       -0.1081194  0.0508413    -2.127 0.033453 *  
DESTIN_GRID1880       -0.9077717  0.0524775   -17.298  < 2e-16 ***
DESTIN_GRID1882       -0.6762730  0.0509858   -13.264  < 2e-16 ***
DESTIN_GRID1883       -1.8716176  0.0539362   -34.701  < 2e-16 ***
DESTIN_GRID1895        0.0057958  0.0508634     0.114 0.909279    
DESTIN_GRID1896       -0.9188714  0.0511813   -17.953  < 2e-16 ***
DESTIN_GRID1897       -1.6655537  0.0518837   -32.102  < 2e-16 ***
DESTIN_GRID1898       -2.1932770  0.0564870   -38.828  < 2e-16 ***
DESTIN_GRID1901       -1.4781877  0.0544471   -27.149  < 2e-16 ***
DESTIN_GRID1903       -2.0588701  0.0532935   -38.633  < 2e-16 ***
DESTIN_GRID1917       -1.0323396  0.0513916   -20.088  < 2e-16 ***
DESTIN_GRID1918        0.2643555  0.0509885     5.185 2.16e-07 ***
DESTIN_GRID1919        0.1137331  0.0508137     2.238 0.025206 *  
DESTIN_GRID1922       -0.3042082  0.0516904    -5.885 3.98e-09 ***
DESTIN_GRID1924       -2.4250845  0.0543751   -44.599  < 2e-16 ***
DESTIN_GRID1937       -0.5522189  0.0511559   -10.795  < 2e-16 ***
DESTIN_GRID1938        0.2455942  0.0508036     4.834 1.34e-06 ***
DESTIN_GRID1939       -0.8700359  0.0512433   -16.979  < 2e-16 ***
DESTIN_GRID1942       -1.5012435  0.0539718   -27.815  < 2e-16 ***
DESTIN_GRID1959       -0.9741424  0.0514579   -18.931  < 2e-16 ***
DESTIN_GRID1960        1.2994803  0.0506734    25.644  < 2e-16 ***
DESTIN_GRID1961       -1.3069394  0.0514963   -25.379  < 2e-16 ***
DESTIN_GRID1962       -0.5300094  0.0509557   -10.401  < 2e-16 ***
DESTIN_GRID1964        0.2127766  0.0517713     4.110 3.96e-05 ***
DESTIN_GRID1979       -0.5673822  0.0512651   -11.068  < 2e-16 ***
DESTIN_GRID1980       -0.6811010  0.0510411   -13.344  < 2e-16 ***
DESTIN_GRID1981       -0.7363251  0.0510895   -14.412  < 2e-16 ***
DESTIN_GRID1982       -0.3946837  0.0510984    -7.724 1.13e-14 ***
DESTIN_GRID1983       -0.5952609  0.0509636   -11.680  < 2e-16 ***
DESTIN_GRID1984       -0.5398424  0.0509849   -10.588  < 2e-16 ***
DESTIN_GRID1985       -0.3797623  0.0509364    -7.456 8.95e-14 ***
DESTIN_GRID2001       -0.5801261  0.0510282   -11.369  < 2e-16 ***
DESTIN_GRID2002       -0.4048567  0.0508574    -7.961 1.71e-15 ***
DESTIN_GRID2003        0.0208175  0.0507926     0.410 0.681914    
DESTIN_GRID2004        0.2794976  0.0507749     5.505 3.70e-08 ***
DESTIN_GRID2005       -0.8185150  0.0510115   -16.046  < 2e-16 ***
DESTIN_GRID2006        0.1848928  0.0508208     3.638 0.000275 ***
DESTIN_GRID2007       -3.1689069  0.0587862   -53.906  < 2e-16 ***
DESTIN_GRID2022        0.0622678  0.0510144     1.221 0.222240    
DESTIN_GRID2023       -0.0384067  0.0508165    -0.756 0.449774    
DESTIN_GRID2024        0.1241412  0.0507607     2.446 0.014460 *  
DESTIN_GRID2025       -0.9942381  0.0510189   -19.488  < 2e-16 ***
DESTIN_GRID2026       -1.7922000  0.0519222   -34.517  < 2e-16 ***
DESTIN_GRID2027        0.1692518  0.0507969     3.332 0.000862 ***
DESTIN_GRID2043       -1.4277171  0.0518418   -27.540  < 2e-16 ***
DESTIN_GRID2044       -0.4745060  0.0509316    -9.317  < 2e-16 ***
DESTIN_GRID2045       -1.2786799  0.0519464   -24.615  < 2e-16 ***
DESTIN_GRID2046        0.1810527  0.0507386     3.568 0.000359 ***
DESTIN_GRID2047       -1.5874397  0.0514159   -30.874  < 2e-16 ***
DESTIN_GRID2048       -1.4274484  0.0513171   -27.816  < 2e-16 ***
DESTIN_GRID2049       -3.1816270  0.0578220   -55.025  < 2e-16 ***
DESTIN_GRID2064       -0.5736052  0.0510850   -11.228  < 2e-16 ***
DESTIN_GRID2065       -0.8002347  0.0510995   -15.660  < 2e-16 ***
DESTIN_GRID2066       -3.1011571  0.0601352   -51.570  < 2e-16 ***
DESTIN_GRID2067        1.5246589  0.0506629    30.094  < 2e-16 ***
DESTIN_GRID2068       -1.5694965  0.0522963   -30.012  < 2e-16 ***
DESTIN_GRID2069       -1.1577303  0.0512766   -22.578  < 2e-16 ***
DESTIN_GRID2085       -0.5303123  0.0511378   -10.370  < 2e-16 ***
DESTIN_GRID2086        0.6844265  0.0507433    13.488  < 2e-16 ***
DESTIN_GRID2087        0.3226783  0.0507655     6.356 2.07e-10 ***
DESTIN_GRID2088       -0.8045279  0.0509195   -15.800  < 2e-16 ***
DESTIN_GRID2089       -1.2923720  0.0513781   -25.154  < 2e-16 ***
DESTIN_GRID2090        1.2562588  0.0506781    24.789  < 2e-16 ***
DESTIN_GRID2091       -3.9807585  0.0848187   -46.933  < 2e-16 ***
DESTIN_GRID2105       -0.8571976  0.0823629   -10.408  < 2e-16 ***
DESTIN_GRID2106       -2.0039396  0.0528266   -37.934  < 2e-16 ***
DESTIN_GRID2107        0.6949137  0.0507402    13.696  < 2e-16 ***
DESTIN_GRID2108        0.1564907  0.0508148     3.080 0.002073 ** 
DESTIN_GRID2109       -1.1390208  0.0510279   -22.322  < 2e-16 ***
DESTIN_GRID2110       -1.7851636  0.0519247   -34.380  < 2e-16 ***
DESTIN_GRID2111       -2.9310814  0.0606381   -48.337  < 2e-16 ***
DESTIN_GRID2128       -0.1057821  0.0512722    -2.063 0.039099 *  
DESTIN_GRID2129       -0.6426167  0.0515732   -12.460  < 2e-16 ***
DESTIN_GRID2130       -0.7096769  0.0508898   -13.945  < 2e-16 ***
DESTIN_GRID2131       -0.7266613  0.0510853   -14.224  < 2e-16 ***
DESTIN_GRID2132       -1.0675604  0.0511529   -20.870  < 2e-16 ***
DESTIN_GRID2148       -1.0044962  0.0527070   -19.058  < 2e-16 ***
DESTIN_GRID2149       -1.2505788  0.0517857   -24.149  < 2e-16 ***
DESTIN_GRID2150       -1.0288972  0.0512639   -20.071  < 2e-16 ***
DESTIN_GRID2151        0.6457428  0.0507042    12.735  < 2e-16 ***
DESTIN_GRID2152       -0.3471995  0.0508619    -6.826 8.71e-12 ***
DESTIN_GRID2153       -1.5528615  0.0518372   -29.956  < 2e-16 ***
DESTIN_GRID2171       -0.1398429  0.0509006    -2.747 0.006007 ** 
DESTIN_GRID2172       -1.7569770  0.0517918   -33.924  < 2e-16 ***
DESTIN_GRID2173       -1.3164647  0.0511372   -25.744  < 2e-16 ***
DESTIN_GRID2174       -0.5943302  0.0510308   -11.646  < 2e-16 ***
DESTIN_GRID2191        0.1717206  0.0511368     3.358 0.000785 ***
DESTIN_GRID2192       -1.2229387  0.0517626   -23.626  < 2e-16 ***
DESTIN_GRID2193       -0.5768233  0.0509995   -11.310  < 2e-16 ***
DESTIN_GRID2194       -0.5606658  0.0509279   -11.009  < 2e-16 ***
DESTIN_GRID2195       -1.8332079  0.0622774   -29.436  < 2e-16 ***
DESTIN_GRID2212        0.4895504  0.0521849     9.381  < 2e-16 ***
DESTIN_GRID2213       -0.1393092  0.0512503    -2.718 0.006564 ** 
DESTIN_GRID2214        0.5663606  0.0510892    11.086  < 2e-16 ***
DESTIN_GRID2215       -1.3182511  0.0514934   -25.600  < 2e-16 ***
DESTIN_GRID2216       -0.4289322  0.0509679    -8.416  < 2e-16 ***
DESTIN_GRID2233        0.4648855  0.0515195     9.023  < 2e-16 ***
DESTIN_GRID2234        0.8619913  0.0512570    16.817  < 2e-16 ***
DESTIN_GRID2235       -0.2044371  0.0513651    -3.980 6.89e-05 ***
DESTIN_GRID2236       -1.9035653  0.0524316   -36.306  < 2e-16 ***
DESTIN_GRID2237       -0.4729766  0.0518599    -9.120  < 2e-16 ***
DESTIN_GRID2256       -0.0769034  0.0520121    -1.479 0.139256    
DESTIN_GRID2257       -2.5230920  0.0571973   -44.112  < 2e-16 ***
DESTIN_GRID2258       -0.6327819  0.0511401   -12.374  < 2e-16 ***
DESTIN_GRID2259        0.3300157  0.0516248     6.393 1.63e-10 ***
DESTIN_GRID2277       -1.2225921  0.0567952   -21.526  < 2e-16 ***
DESTIN_GRID2278       -1.2276200  0.0532282   -23.063  < 2e-16 ***
DESTIN_GRID2279       -0.5279264  0.0511665   -10.318  < 2e-16 ***
DESTIN_GRID2280       -1.8674216  0.0597101   -31.275  < 2e-16 ***
DESTIN_GRID2297       -1.4549722  0.0540112   -26.938  < 2e-16 ***
DESTIN_GRID2300       -1.4627431  0.0546349   -26.773  < 2e-16 ***
DESTIN_GRID2301       -0.8189493  0.0515750   -15.879  < 2e-16 ***
DESTIN_GRID2318        0.9133240  0.0509278    17.934  < 2e-16 ***
DESTIN_GRID2319        0.9851445  0.0508717    19.365  < 2e-16 ***
DESTIN_GRID2322       -0.3934579  0.0514531    -7.647 2.06e-14 ***
DESTIN_GRID2337        0.7739947  0.0528617    14.642  < 2e-16 ***
DESTIN_GRID2341        1.1693595  0.0508646    22.990  < 2e-16 ***
DESTIN_GRID2343       -1.3219768  0.0522766   -25.288  < 2e-16 ***
DESTIN_GRID2361       -0.0715311  0.0514526    -1.390 0.164458    
DESTIN_GRID2364       -2.4187042  0.0592939   -40.792  < 2e-16 ***
DESTIN_GRID2379        0.0166484  0.0561287     0.297 0.766763    
DESTIN_GRID2384        0.6162874  0.0510426    12.074  < 2e-16 ***
DESTIN_GRID2405        1.2842428  0.0508317    25.265  < 2e-16 ***
DESTIN_GRID2406       -1.7949477  0.0560030   -32.051  < 2e-16 ***
DESTIN_GRID2426        0.6732921  0.0517687    13.006  < 2e-16 ***
DESTIN_GRID2427        0.8693396  0.0510457    17.031  < 2e-16 ***
DESTIN_GRID2505        1.2802866  0.0537703    23.810  < 2e-16 ***
log(dist)             -1.4719759  0.0002627 -5602.398  < 2e-16 ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for poisson family taken to be 1)

    Null deviance: 99139891  on 64943  degrees of freedom
Residual deviance: 35323733  on 64123  degrees of freedom
AIC: 35679437

Number of Fisher Scoring iterations: 8

On destination constrained model, the propulsiveness variables that were used are all significant. However, the population count are having negative estimates. While, HDB count and Bus N which is number of bus stop count have estimates within 0.38 - 0.46.

Doubly Constrained Model

Here are the Double Constrained Model built.

dbcSIM <- glm(formula = TRIPS ~ 
                ORIGIN_GRID + 
                DESTIN_GRID + 
                log(dist),
              family = poisson(link = "log"),
              data = flowData,
              na.action = na.exclude)
summary(dbcSIM)

Call:
glm(formula = TRIPS ~ ORIGIN_GRID + DESTIN_GRID + log(dist), 
    family = poisson(link = "log"), data = flowData, na.action = na.exclude)

Coefficients:
                  Estimate Std. Error   z value Pr(>|z|)    
(Intercept)      1.481e+01  1.392e-01   106.404  < 2e-16 ***
ORIGIN_GRID44    1.906e+00  1.924e-01     9.909  < 2e-16 ***
ORIGIN_GRID46   -4.730e-01  1.603e-01    -2.950 0.003173 ** 
ORIGIN_GRID66    8.543e-01  1.844e-01     4.634 3.59e-06 ***
ORIGIN_GRID67    1.744e+00  1.321e-01    13.201  < 2e-16 ***
ORIGIN_GRID68   -7.866e-01  1.793e-01    -4.387 1.15e-05 ***
ORIGIN_GRID86   -4.030e-01  1.516e-01    -2.658 0.007867 ** 
ORIGIN_GRID87    3.529e+00  1.499e-01    23.545  < 2e-16 ***
ORIGIN_GRID88    2.540e+00  1.308e-01    19.415  < 2e-16 ***
ORIGIN_GRID89    2.504e-01  1.391e-01     1.800 0.071859 .  
ORIGIN_GRID90    1.086e+00  1.804e-01     6.021 1.73e-09 ***
ORIGIN_GRID109   6.778e-01  1.581e-01     4.287 1.81e-05 ***
ORIGIN_GRID110   6.435e-01  1.520e-01     4.233 2.30e-05 ***
ORIGIN_GRID111   4.074e+00  1.304e-01    31.238  < 2e-16 ***
ORIGIN_GRID112   1.722e-01  1.470e-01     1.172 0.241352    
ORIGIN_GRID128   3.378e+00  1.329e-01    25.428  < 2e-16 ***
ORIGIN_GRID129   4.832e-01  2.220e-01     2.177 0.029495 *  
ORIGIN_GRID130   1.426e+00  1.406e-01    10.143  < 2e-16 ***
ORIGIN_GRID131   1.146e+00  1.338e-01     8.562  < 2e-16 ***
ORIGIN_GRID132   2.329e-01  1.405e-01     1.658 0.097289 .  
ORIGIN_GRID133   1.191e+00  1.362e-01     8.749  < 2e-16 ***
ORIGIN_GRID134   4.343e+00  1.328e-01    32.693  < 2e-16 ***
ORIGIN_GRID150   4.384e+00  1.314e-01    33.371  < 2e-16 ***
ORIGIN_GRID151   7.876e-01  1.466e-01     5.374 7.72e-08 ***
ORIGIN_GRID152   2.747e-01  1.542e-01     1.781 0.074906 .  
ORIGIN_GRID153   1.629e+00  1.367e-01    11.912  < 2e-16 ***
ORIGIN_GRID154   4.298e+00  1.300e-01    33.070  < 2e-16 ***
ORIGIN_GRID155   1.225e+00  1.345e-01     9.104  < 2e-16 ***
ORIGIN_GRID156   2.225e+00  1.371e-01    16.234  < 2e-16 ***
ORIGIN_GRID172   2.478e+00  1.450e-01    17.085  < 2e-16 ***
ORIGIN_GRID174   1.163e+00  1.382e-01     8.417  < 2e-16 ***
ORIGIN_GRID175   3.923e+00  1.302e-01    30.118  < 2e-16 ***
ORIGIN_GRID176   5.029e+00  1.298e-01    38.727  < 2e-16 ***
ORIGIN_GRID195   1.515e-01  1.522e-01     0.996 0.319405    
ORIGIN_GRID196   1.132e+00  1.356e-01     8.346  < 2e-16 ***
ORIGIN_GRID197   7.195e-02  1.873e-01     0.384 0.700863    
ORIGIN_GRID215   1.752e+00  1.564e-01    11.202  < 2e-16 ***
ORIGIN_GRID216   5.386e+00  1.300e-01    41.438  < 2e-16 ***
ORIGIN_GRID217   2.502e+00  1.316e-01    19.012  < 2e-16 ***
ORIGIN_GRID237  -1.086e-01  2.133e-01    -0.509 0.610531    
ORIGIN_GRID238   9.579e-01  1.493e-01     6.414 1.42e-10 ***
ORIGIN_GRID239   1.177e+00  1.942e-01     6.057 1.39e-09 ***
ORIGIN_GRID257   2.909e-01  1.425e-01     2.042 0.041188 *  
ORIGIN_GRID258   2.264e+00  1.330e-01    17.022  < 2e-16 ***
ORIGIN_GRID259   1.602e+00  1.360e-01    11.775  < 2e-16 ***
ORIGIN_GRID278   1.847e+00  1.349e-01    13.696  < 2e-16 ***
ORIGIN_GRID279   6.110e-01  1.375e-01     4.445 8.79e-06 ***
ORIGIN_GRID280   1.125e+00  1.385e-01     8.124 4.51e-16 ***
ORIGIN_GRID298  -3.176e+00  3.998e-01    -7.943 1.97e-15 ***
ORIGIN_GRID299   3.454e-01  1.411e-01     2.449 0.014338 *  
ORIGIN_GRID300   4.258e+00  1.302e-01    32.711  < 2e-16 ***
ORIGIN_GRID320  -1.380e-01  1.392e-01    -0.991 0.321483    
ORIGIN_GRID321   1.058e+00  1.500e-01     7.055 1.72e-12 ***
ORIGIN_GRID322   2.166e+00  1.360e-01    15.928  < 2e-16 ***
ORIGIN_GRID340   1.795e+00  1.329e-01    13.509  < 2e-16 ***
ORIGIN_GRID341   1.765e-01  1.377e-01     1.282 0.199907    
ORIGIN_GRID342   2.070e+00  1.360e-01    15.217  < 2e-16 ***
ORIGIN_GRID363   1.716e+00  1.355e-01    12.665  < 2e-16 ***
ORIGIN_GRID364   2.251e+00  1.327e-01    16.971  < 2e-16 ***
ORIGIN_GRID383   1.275e+00  1.336e-01     9.544  < 2e-16 ***
ORIGIN_GRID384   4.695e-01  1.391e-01     3.375 0.000737 ***
ORIGIN_GRID385   1.694e+00  1.381e-01    12.263  < 2e-16 ***
ORIGIN_GRID404   2.285e+00  1.333e-01    17.147  < 2e-16 ***
ORIGIN_GRID405   5.962e-01  1.406e-01     4.242 2.22e-05 ***
ORIGIN_GRID406   6.137e+00  1.299e-01    47.249  < 2e-16 ***
ORIGIN_GRID407   2.368e+00  1.357e-01    17.447  < 2e-16 ***
ORIGIN_GRID408   3.078e+00  1.314e-01    23.415  < 2e-16 ***
ORIGIN_GRID425  -5.785e-01  1.657e-01    -3.491 0.000481 ***
ORIGIN_GRID426   1.555e+00  1.334e-01    11.657  < 2e-16 ***
ORIGIN_GRID427   9.338e-01  1.368e-01     6.825 8.76e-12 ***
ORIGIN_GRID428   1.143e+00  1.498e-01     7.629 2.37e-14 ***
ORIGIN_GRID429   2.564e+00  1.311e-01    19.559  < 2e-16 ***
ORIGIN_GRID446   1.430e+00  1.431e-01     9.996  < 2e-16 ***
ORIGIN_GRID447   7.230e-01  1.363e-01     5.306 1.12e-07 ***
ORIGIN_GRID448   1.963e+00  1.327e-01    14.793  < 2e-16 ***
ORIGIN_GRID449   5.310e+00  1.300e-01    40.829  < 2e-16 ***
ORIGIN_GRID450   2.276e+00  1.311e-01    17.362  < 2e-16 ***
ORIGIN_GRID468   1.954e+00  1.335e-01    14.634  < 2e-16 ***
ORIGIN_GRID469   3.215e+00  1.308e-01    24.583  < 2e-16 ***
ORIGIN_GRID470   5.280e+00  1.300e-01    40.622  < 2e-16 ***
ORIGIN_GRID471   3.245e+00  1.308e-01    24.818  < 2e-16 ***
ORIGIN_GRID488   8.760e-01  1.414e-01     6.196 5.80e-10 ***
ORIGIN_GRID489  -8.889e-01  2.080e-01    -4.274 1.92e-05 ***
ORIGIN_GRID490   3.725e+00  1.305e-01    28.550  < 2e-16 ***
ORIGIN_GRID491   4.234e+00  1.301e-01    32.539  < 2e-16 ***
ORIGIN_GRID493  -1.305e+00  2.241e-01    -5.822 5.83e-09 ***
ORIGIN_GRID494   1.144e+00  1.460e-01     7.840 4.52e-15 ***
ORIGIN_GRID509   7.444e-01  1.351e-01     5.511 3.57e-08 ***
ORIGIN_GRID510   1.579e+00  1.324e-01    11.922  < 2e-16 ***
ORIGIN_GRID511   3.159e+00  1.304e-01    24.229  < 2e-16 ***
ORIGIN_GRID512   5.863e+00  1.299e-01    45.123  < 2e-16 ***
ORIGIN_GRID513   2.346e+00  1.322e-01    17.745  < 2e-16 ***
ORIGIN_GRID514   2.147e+00  1.357e-01    15.822  < 2e-16 ***
ORIGIN_GRID515   4.229e-01  2.005e-01     2.109 0.034976 *  
ORIGIN_GRID530  -1.137e-01  1.570e-01    -0.724 0.468881    
ORIGIN_GRID531   2.140e+00  1.314e-01    16.286  < 2e-16 ***
ORIGIN_GRID532   1.506e+00  1.324e-01    11.374  < 2e-16 ***
ORIGIN_GRID533   5.622e+00  1.299e-01    43.272  < 2e-16 ***
ORIGIN_GRID534   6.177e+00  1.299e-01    47.536  < 2e-16 ***
ORIGIN_GRID536   2.794e+00  1.325e-01    21.086  < 2e-16 ***
ORIGIN_GRID537   8.856e-01  1.805e-01     4.907 9.27e-07 ***
ORIGIN_GRID538   7.229e-01  2.497e-01     2.895 0.003787 ** 
ORIGIN_GRID539   2.345e-01  1.009e+00     0.232 0.816198    
ORIGIN_GRID551  -7.397e-02  1.404e-01    -0.527 0.598296    
ORIGIN_GRID552   2.368e+00  1.350e-01    17.536  < 2e-16 ***
ORIGIN_GRID553   1.983e+00  1.311e-01    15.132  < 2e-16 ***
ORIGIN_GRID554   5.484e+00  1.299e-01    42.201  < 2e-16 ***
ORIGIN_GRID555   4.831e+00  1.301e-01    37.135  < 2e-16 ***
ORIGIN_GRID559   1.281e+00  1.655e-01     7.739 1.00e-14 ***
ORIGIN_GRID560   3.787e+00  1.377e-01    27.501  < 2e-16 ***
ORIGIN_GRID561  -1.328e+00  1.010e+00    -1.315 0.188403    
ORIGIN_GRID572  -2.273e+00  5.169e-01    -4.397 1.10e-05 ***
ORIGIN_GRID573   4.431e-01  1.367e-01     3.241 0.001193 ** 
ORIGIN_GRID574   1.856e+00  1.350e-01    13.746  < 2e-16 ***
ORIGIN_GRID575   6.594e+00  1.299e-01    50.759  < 2e-16 ***
ORIGIN_GRID576   5.101e+00  1.300e-01    39.238  < 2e-16 ***
ORIGIN_GRID578   3.068e-01  1.646e-01     1.864 0.062323 .  
ORIGIN_GRID582   7.246e-01  1.674e-01     4.327 1.51e-05 ***
ORIGIN_GRID583   7.406e-01  4.284e-01     1.729 0.083862 .  
ORIGIN_GRID584   4.217e+00  1.404e-01    30.046  < 2e-16 ***
ORIGIN_GRID593   1.543e+00  1.390e-01    11.095  < 2e-16 ***
ORIGIN_GRID594   1.586e+00  1.324e-01    11.981  < 2e-16 ***
ORIGIN_GRID595   1.838e+00  1.313e-01    14.000  < 2e-16 ***
ORIGIN_GRID596   4.865e+00  1.300e-01    37.431  < 2e-16 ***
ORIGIN_GRID597   2.134e+00  1.421e-01    15.012  < 2e-16 ***
ORIGIN_GRID603   1.327e+00  1.713e-01     7.745 9.53e-15 ***
ORIGIN_GRID604   1.612e+00  2.385e-01     6.761 1.37e-11 ***
ORIGIN_GRID615   1.716e-01  1.383e-01     1.240 0.214837    
ORIGIN_GRID616   1.285e+00  1.337e-01     9.613  < 2e-16 ***
ORIGIN_GRID617   2.184e+00  1.312e-01    16.649  < 2e-16 ***
ORIGIN_GRID618   5.549e+00  1.300e-01    42.699  < 2e-16 ***
ORIGIN_GRID620   2.684e+00  1.334e-01    20.115  < 2e-16 ***
ORIGIN_GRID637   1.036e+00  1.365e-01     7.588 3.26e-14 ***
ORIGIN_GRID638   4.984e+00  1.300e-01    38.345  < 2e-16 ***
ORIGIN_GRID657   2.843e+00  1.310e-01    21.702  < 2e-16 ***
ORIGIN_GRID658   4.330e+00  1.301e-01    33.296  < 2e-16 ***
ORIGIN_GRID659   4.534e+00  1.300e-01    34.875  < 2e-16 ***
ORIGIN_GRID660   5.701e+00  1.299e-01    43.870  < 2e-16 ***
ORIGIN_GRID662   5.677e+00  1.301e-01    43.629  < 2e-16 ***
ORIGIN_GRID677   2.728e+00  1.319e-01    20.681  < 2e-16 ***
ORIGIN_GRID678   5.184e-01  1.384e-01     3.745 0.000181 ***
ORIGIN_GRID679   5.572e+00  1.300e-01    42.876  < 2e-16 ***
ORIGIN_GRID680   5.811e+00  1.300e-01    44.717  < 2e-16 ***
ORIGIN_GRID681   4.515e+00  1.302e-01    34.683  < 2e-16 ***
ORIGIN_GRID699   2.258e+00  1.319e-01    17.123  < 2e-16 ***
ORIGIN_GRID700   4.515e+00  1.300e-01    34.721  < 2e-16 ***
ORIGIN_GRID701   4.432e+00  1.300e-01    34.080  < 2e-16 ***
ORIGIN_GRID702   5.501e+00  1.300e-01    42.332  < 2e-16 ***
ORIGIN_GRID704   2.566e+00  1.339e-01    19.162  < 2e-16 ***
ORIGIN_GRID722   2.256e+00  1.312e-01    17.195  < 2e-16 ***
ORIGIN_GRID725   2.065e+00  1.361e-01    15.175  < 2e-16 ***
ORIGIN_GRID741   2.783e+00  1.310e-01    21.247  < 2e-16 ***
ORIGIN_GRID743   3.002e+00  1.305e-01    23.003  < 2e-16 ***
ORIGIN_GRID744   5.095e+00  1.300e-01    39.198  < 2e-16 ***
ORIGIN_GRID761   2.324e+00  1.329e-01    17.487  < 2e-16 ***
ORIGIN_GRID762   4.306e+00  1.301e-01    33.091  < 2e-16 ***
ORIGIN_GRID763   1.525e+00  1.327e-01    11.487  < 2e-16 ***
ORIGIN_GRID764   5.598e+00  1.299e-01    43.081  < 2e-16 ***
ORIGIN_GRID765   4.809e+00  1.302e-01    36.943  < 2e-16 ***
ORIGIN_GRID767   6.642e+00  1.300e-01    51.107  < 2e-16 ***
ORIGIN_GRID772   1.276e+00  1.511e-01     8.441  < 2e-16 ***
ORIGIN_GRID784   1.372e+00  1.326e-01    10.342  < 2e-16 ***
ORIGIN_GRID785   4.690e+00  1.300e-01    36.081  < 2e-16 ***
ORIGIN_GRID786   4.374e+00  1.300e-01    33.633  < 2e-16 ***
ORIGIN_GRID787   4.972e+00  1.301e-01    38.214  < 2e-16 ***
ORIGIN_GRID788   5.835e+00  1.300e-01    44.875  < 2e-16 ***
ORIGIN_GRID789   4.281e+00  1.303e-01    32.845  < 2e-16 ***
ORIGIN_GRID803   5.129e-01  1.405e-01     3.651 0.000261 ***
ORIGIN_GRID804   5.352e+00  1.300e-01    41.174  < 2e-16 ***
ORIGIN_GRID805   5.323e+00  1.300e-01    40.960  < 2e-16 ***
ORIGIN_GRID806   5.035e+00  1.300e-01    38.737  < 2e-16 ***
ORIGIN_GRID807   6.035e+00  1.300e-01    46.432  < 2e-16 ***
ORIGIN_GRID808   4.263e+00  1.304e-01    32.700  < 2e-16 ***
ORIGIN_GRID809   6.031e+00  1.300e-01    46.411  < 2e-16 ***
ORIGIN_GRID810   5.248e+00  1.300e-01    40.360  < 2e-16 ***
ORIGIN_GRID814   3.139e+00  1.328e-01    23.646  < 2e-16 ***
ORIGIN_GRID824   1.485e+00  1.355e-01    10.958  < 2e-16 ***
ORIGIN_GRID826   2.983e+00  1.303e-01    22.891  < 2e-16 ***
ORIGIN_GRID827   4.978e+00  1.300e-01    38.304  < 2e-16 ***
ORIGIN_GRID828   5.382e+00  1.300e-01    41.411  < 2e-16 ***
ORIGIN_GRID829   5.439e+00  1.300e-01    41.845  < 2e-16 ***
ORIGIN_GRID830   5.655e+00  1.300e-01    43.495  < 2e-16 ***
ORIGIN_GRID831   6.560e+00  1.299e-01    50.487  < 2e-16 ***
ORIGIN_GRID832   5.715e+00  1.301e-01    43.936  < 2e-16 ***
ORIGIN_GRID835   2.974e+00  1.332e-01    22.331  < 2e-16 ***
ORIGIN_GRID844   4.785e-01  1.499e-01     3.191 0.001416 ** 
ORIGIN_GRID846   4.415e+00  1.300e-01    33.961  < 2e-16 ***
ORIGIN_GRID847   3.510e+00  1.302e-01    26.953  < 2e-16 ***
ORIGIN_GRID848   4.743e+00  1.300e-01    36.487  < 2e-16 ***
ORIGIN_GRID849   3.980e+00  1.301e-01    30.584  < 2e-16 ***
ORIGIN_GRID850   4.892e+00  1.300e-01    37.622  < 2e-16 ***
ORIGIN_GRID851   5.449e+00  1.300e-01    41.925  < 2e-16 ***
ORIGIN_GRID852   4.980e+00  1.301e-01    38.289  < 2e-16 ***
ORIGIN_GRID853   6.964e+00  1.300e-01    53.578  < 2e-16 ***
ORIGIN_GRID854   3.189e+00  1.324e-01    24.086  < 2e-16 ***
ORIGIN_GRID855   1.776e+00  1.372e-01    12.944  < 2e-16 ***
ORIGIN_GRID856   3.477e+00  1.313e-01    26.488  < 2e-16 ***
ORIGIN_GRID866   2.308e+00  1.327e-01    17.387  < 2e-16 ***
ORIGIN_GRID867   3.188e+00  1.304e-01    24.436  < 2e-16 ***
ORIGIN_GRID868   2.466e+00  1.312e-01    18.800  < 2e-16 ***
ORIGIN_GRID869   5.043e+00  1.301e-01    38.780  < 2e-16 ***
ORIGIN_GRID870   5.931e+00  1.299e-01    45.644  < 2e-16 ***
ORIGIN_GRID871   5.779e+00  1.300e-01    44.442  < 2e-16 ***
ORIGIN_GRID872   3.643e+00  1.304e-01    27.945  < 2e-16 ***
ORIGIN_GRID873   3.874e+00  1.303e-01    29.737  < 2e-16 ***
ORIGIN_GRID874   4.148e+00  1.302e-01    31.872  < 2e-16 ***
ORIGIN_GRID875   1.059e+00  1.459e-01     7.259 3.89e-13 ***
ORIGIN_GRID876   2.154e+00  1.336e-01    16.117  < 2e-16 ***
ORIGIN_GRID877   1.727e+00  1.359e-01    12.707  < 2e-16 ***
ORIGIN_GRID887   2.649e+00  1.306e-01    20.284  < 2e-16 ***
ORIGIN_GRID888   4.147e+00  1.301e-01    31.881  < 2e-16 ***
ORIGIN_GRID889   1.035e+00  1.337e-01     7.742 9.79e-15 ***
ORIGIN_GRID890   5.351e+00  1.300e-01    41.178  < 2e-16 ***
ORIGIN_GRID891   4.065e+00  1.304e-01    31.175  < 2e-16 ***
ORIGIN_GRID893   5.490e+00  1.300e-01    42.238  < 2e-16 ***
ORIGIN_GRID894   3.687e+00  1.303e-01    28.292  < 2e-16 ***
ORIGIN_GRID895   3.207e+00  1.308e-01    24.522  < 2e-16 ***
ORIGIN_GRID896   1.961e+00  1.332e-01    14.727  < 2e-16 ***
ORIGIN_GRID897   2.702e-01  1.437e-01     1.880 0.060152 .  
ORIGIN_GRID898   2.457e+00  1.336e-01    18.385  < 2e-16 ***
ORIGIN_GRID908   4.120e+00  1.305e-01    31.583  < 2e-16 ***
ORIGIN_GRID909   4.134e+00  1.300e-01    31.795  < 2e-16 ***
ORIGIN_GRID910   2.163e+00  1.309e-01    16.521  < 2e-16 ***
ORIGIN_GRID911   3.556e+00  1.302e-01    27.309  < 2e-16 ***
ORIGIN_GRID912   5.105e+00  1.300e-01    39.276  < 2e-16 ***
ORIGIN_GRID915   5.395e+00  1.300e-01    41.504  < 2e-16 ***
ORIGIN_GRID917   4.876e+00  1.301e-01    37.478  < 2e-16 ***
ORIGIN_GRID918   1.121e+00  1.356e-01     8.264  < 2e-16 ***
ORIGIN_GRID919   4.070e+00  1.302e-01    31.249  < 2e-16 ***
ORIGIN_GRID928   3.066e+00  1.306e-01    23.483  < 2e-16 ***
ORIGIN_GRID929   4.520e+00  1.300e-01    34.774  < 2e-16 ***
ORIGIN_GRID930   5.387e+00  1.299e-01    41.459  < 2e-16 ***
ORIGIN_GRID931   2.318e+00  1.310e-01    17.693  < 2e-16 ***
ORIGIN_GRID932   2.757e+00  1.311e-01    21.026  < 2e-16 ***
ORIGIN_GRID933   4.961e+00  1.300e-01    38.156  < 2e-16 ***
ORIGIN_GRID934   2.326e+00  1.313e-01    17.709  < 2e-16 ***
ORIGIN_GRID935   6.277e+00  1.299e-01    48.310  < 2e-16 ***
ORIGIN_GRID938  -1.578e+00  2.818e-01    -5.601 2.13e-08 ***
ORIGIN_GRID939   6.378e+00  1.300e-01    49.076  < 2e-16 ***
ORIGIN_GRID940   4.808e-01  1.481e-01     3.246 0.001169 ** 
ORIGIN_GRID949   2.807e+00  1.306e-01    21.503  < 2e-16 ***
ORIGIN_GRID950   4.989e+00  1.300e-01    38.380  < 2e-16 ***
ORIGIN_GRID951   5.839e+00  1.299e-01    44.940  < 2e-16 ***
ORIGIN_GRID952   2.545e+00  1.315e-01    19.362  < 2e-16 ***
ORIGIN_GRID953   3.723e+00  1.302e-01    28.582  < 2e-16 ***
ORIGIN_GRID954   2.551e+00  1.310e-01    19.478  < 2e-16 ***
ORIGIN_GRID955   4.840e+00  1.300e-01    37.221  < 2e-16 ***
ORIGIN_GRID956   3.231e+00  1.304e-01    24.779  < 2e-16 ***
ORIGIN_GRID957   5.393e+00  1.300e-01    41.478  < 2e-16 ***
ORIGIN_GRID959   1.429e+00  1.387e-01    10.309  < 2e-16 ***
ORIGIN_GRID961   1.390e+00  1.334e-01    10.423  < 2e-16 ***
ORIGIN_GRID962   1.022e+00  1.840e-01     5.556 2.76e-08 ***
ORIGIN_GRID970   3.332e+00  1.301e-01    25.601  < 2e-16 ***
ORIGIN_GRID971   4.707e+00  1.300e-01    36.215  < 2e-16 ***
ORIGIN_GRID972   4.595e+00  1.300e-01    35.353  < 2e-16 ***
ORIGIN_GRID974   4.229e+00  1.301e-01    32.506  < 2e-16 ***
ORIGIN_GRID975   3.875e+00  1.302e-01    29.764  < 2e-16 ***
ORIGIN_GRID976   2.570e+00  1.309e-01    19.628  < 2e-16 ***
ORIGIN_GRID977   5.760e+00  1.300e-01    44.320  < 2e-16 ***
ORIGIN_GRID978   5.651e+00  1.301e-01    43.437  < 2e-16 ***
ORIGIN_GRID982   2.678e+00  1.308e-01    20.484  < 2e-16 ***
ORIGIN_GRID983   7.358e+00  1.300e-01    56.609  < 2e-16 ***
ORIGIN_GRID991   3.370e+00  1.302e-01    25.885  < 2e-16 ***
ORIGIN_GRID992   3.676e+00  1.301e-01    28.263  < 2e-16 ***
ORIGIN_GRID993   3.406e+00  1.301e-01    26.180  < 2e-16 ***
ORIGIN_GRID994   2.948e+00  1.303e-01    22.617  < 2e-16 ***
ORIGIN_GRID995   4.416e+00  1.300e-01    33.962  < 2e-16 ***
ORIGIN_GRID996   4.131e+00  1.301e-01    31.746  < 2e-16 ***
ORIGIN_GRID997   2.807e+00  1.329e-01    21.120  < 2e-16 ***
ORIGIN_GRID998   5.883e+00  1.300e-01    45.266  < 2e-16 ***
ORIGIN_GRID999   5.868e+00  1.300e-01    45.131  < 2e-16 ***
ORIGIN_GRID1001  2.690e+00  1.323e-01    20.340  < 2e-16 ***
ORIGIN_GRID1003  5.500e+00  1.300e-01    42.316  < 2e-16 ***
ORIGIN_GRID1004  6.293e+00  1.300e-01    48.422  < 2e-16 ***
ORIGIN_GRID1011  1.320e+00  1.337e-01     9.872  < 2e-16 ***
ORIGIN_GRID1012  1.390e+00  1.339e-01    10.383  < 2e-16 ***
ORIGIN_GRID1013  2.120e+00  1.309e-01    16.192  < 2e-16 ***
ORIGIN_GRID1014  2.954e+00  1.303e-01    22.666  < 2e-16 ***
ORIGIN_GRID1015  2.414e+00  1.308e-01    18.455  < 2e-16 ***
ORIGIN_GRID1016  4.128e+00  1.301e-01    31.728  < 2e-16 ***
ORIGIN_GRID1018  4.755e+00  1.303e-01    36.500  < 2e-16 ***
ORIGIN_GRID1019  6.331e+00  1.300e-01    48.705  < 2e-16 ***
ORIGIN_GRID1023  4.329e+00  1.302e-01    33.240  < 2e-16 ***
ORIGIN_GRID1024  5.370e+00  1.300e-01    41.314  < 2e-16 ***
ORIGIN_GRID1025  6.716e-01  1.407e-01     4.773 1.82e-06 ***
ORIGIN_GRID1033  2.768e+00  1.304e-01    21.232  < 2e-16 ***
ORIGIN_GRID1034  3.729e+00  1.301e-01    28.663  < 2e-16 ***
ORIGIN_GRID1035  4.437e+00  1.300e-01    34.123  < 2e-16 ***
ORIGIN_GRID1036  2.455e+00  1.307e-01    18.778  < 2e-16 ***
ORIGIN_GRID1037  3.685e+00  1.301e-01    28.324  < 2e-16 ***
ORIGIN_GRID1043  2.719e+00  1.323e-01    20.556  < 2e-16 ***
ORIGIN_GRID1045  5.042e+00  1.300e-01    38.791  < 2e-16 ***
ORIGIN_GRID1046  4.977e+00  1.300e-01    38.280  < 2e-16 ***
ORIGIN_GRID1053  4.305e+00  1.300e-01    33.108  < 2e-16 ***
ORIGIN_GRID1054  3.180e+00  1.302e-01    24.429  < 2e-16 ***
ORIGIN_GRID1055  4.349e+00  1.300e-01    33.449  < 2e-16 ***
ORIGIN_GRID1056  3.353e+00  1.302e-01    25.747  < 2e-16 ***
ORIGIN_GRID1064  3.101e-01  2.818e-01     1.100 0.271175    
ORIGIN_GRID1066  4.803e+00  1.300e-01    36.947  < 2e-16 ***
ORIGIN_GRID1067  4.937e+00  1.301e-01    37.952  < 2e-16 ***
ORIGIN_GRID1074  3.623e+00  1.301e-01    27.843  < 2e-16 ***
ORIGIN_GRID1075  2.844e+00  1.303e-01    21.822  < 2e-16 ***
ORIGIN_GRID1076  3.016e+00  1.302e-01    23.166  < 2e-16 ***
ORIGIN_GRID1077  3.233e+00  1.303e-01    24.814  < 2e-16 ***
ORIGIN_GRID1079  4.640e+00  1.300e-01    35.692  < 2e-16 ***
ORIGIN_GRID1085 -1.714e+00  2.195e-01    -7.811 5.68e-15 ***
ORIGIN_GRID1087  4.588e+00  1.300e-01    35.282  < 2e-16 ***
ORIGIN_GRID1088  3.072e+00  1.304e-01    23.550  < 2e-16 ***
ORIGIN_GRID1094  1.597e+00  1.375e-01    11.616  < 2e-16 ***
ORIGIN_GRID1095  9.374e-01  1.358e-01     6.902 5.12e-12 ***
ORIGIN_GRID1096  3.017e+00  1.315e-01    22.943  < 2e-16 ***
ORIGIN_GRID1097  4.999e+00  1.300e-01    38.465  < 2e-16 ***
ORIGIN_GRID1098  2.589e+00  1.312e-01    19.735  < 2e-16 ***
ORIGIN_GRID1099  4.026e+00  1.301e-01    30.953  < 2e-16 ***
ORIGIN_GRID1105  1.793e+00  1.447e-01    12.391  < 2e-16 ***
ORIGIN_GRID1106  3.797e-02  1.629e-01     0.233 0.815707    
ORIGIN_GRID1107  2.393e+00  1.330e-01    17.990  < 2e-16 ***
ORIGIN_GRID1108  6.701e+00  1.299e-01    51.570  < 2e-16 ***
ORIGIN_GRID1109  3.531e+00  1.303e-01    27.091  < 2e-16 ***
ORIGIN_GRID1116  3.317e+00  1.302e-01    25.476  < 2e-16 ***
ORIGIN_GRID1117  1.695e+00  1.315e-01    12.885  < 2e-16 ***
ORIGIN_GRID1118  2.195e+00  1.312e-01    16.727  < 2e-16 ***
ORIGIN_GRID1119  3.225e+00  1.303e-01    24.748  < 2e-16 ***
ORIGIN_GRID1120  3.166e+00  1.306e-01    24.245  < 2e-16 ***
ORIGIN_GRID1129  5.086e+00  1.300e-01    39.123  < 2e-16 ***
ORIGIN_GRID1130  5.129e+00  1.300e-01    39.464  < 2e-16 ***
ORIGIN_GRID1131  4.107e+00  1.303e-01    31.520  < 2e-16 ***
ORIGIN_GRID1136  2.359e+00  1.307e-01    18.052  < 2e-16 ***
ORIGIN_GRID1138  9.253e-01  1.347e-01     6.869 6.46e-12 ***
ORIGIN_GRID1139  4.180e+00  1.300e-01    32.148  < 2e-16 ***
ORIGIN_GRID1141  4.128e+00  1.301e-01    31.735  < 2e-16 ***
ORIGIN_GRID1148  1.418e+00  1.403e-01    10.108  < 2e-16 ***
ORIGIN_GRID1149  2.966e+00  1.312e-01    22.618  < 2e-16 ***
ORIGIN_GRID1150  5.349e+00  1.300e-01    41.155  < 2e-16 ***
ORIGIN_GRID1151  4.258e+00  1.301e-01    32.736  < 2e-16 ***
ORIGIN_GRID1158  2.426e+00  1.304e-01    18.600  < 2e-16 ***
ORIGIN_GRID1159  3.962e+00  1.300e-01    30.471  < 2e-16 ***
ORIGIN_GRID1160  5.022e+00  1.300e-01    38.639  < 2e-16 ***
ORIGIN_GRID1171  5.937e+00  1.300e-01    45.678  < 2e-16 ***
ORIGIN_GRID1172  5.791e+00  1.300e-01    44.553  < 2e-16 ***
ORIGIN_GRID1173  2.925e+00  1.306e-01    22.403  < 2e-16 ***
ORIGIN_GRID1174 -1.647e+00  2.818e-01    -5.843 5.13e-09 ***
ORIGIN_GRID1178  2.714e+00  1.303e-01    20.824  < 2e-16 ***
ORIGIN_GRID1179  3.459e+00  1.301e-01    26.591  < 2e-16 ***
ORIGIN_GRID1180  4.525e+00  1.300e-01    34.812  < 2e-16 ***
ORIGIN_GRID1181  3.771e+00  1.301e-01    28.991  < 2e-16 ***
ORIGIN_GRID1183  2.880e+00  1.306e-01    22.061  < 2e-16 ***
ORIGIN_GRID1190  1.734e+00  1.385e-01    12.516  < 2e-16 ***
ORIGIN_GRID1192  4.649e+00  1.301e-01    35.742  < 2e-16 ***
ORIGIN_GRID1193  4.651e+00  1.300e-01    35.773  < 2e-16 ***
ORIGIN_GRID1194  2.876e+00  1.307e-01    22.001  < 2e-16 ***
ORIGIN_GRID1200  3.493e+00  1.301e-01    26.850  < 2e-16 ***
ORIGIN_GRID1201  3.367e+00  1.301e-01    25.876  < 2e-16 ***
ORIGIN_GRID1203  4.259e+00  1.300e-01    32.751  < 2e-16 ***
ORIGIN_GRID1204  3.986e+00  1.301e-01    30.642  < 2e-16 ***
ORIGIN_GRID1211  9.217e-01  1.670e-01     5.520 3.40e-08 ***
ORIGIN_GRID1214  5.422e+00  1.300e-01    41.709  < 2e-16 ***
ORIGIN_GRID1215  1.879e+00  1.360e-01    13.817  < 2e-16 ***
ORIGIN_GRID1216  8.851e-01  1.367e-01     6.476 9.44e-11 ***
ORIGIN_GRID1220  4.539e+00  1.300e-01    34.920  < 2e-16 ***
ORIGIN_GRID1221  4.185e+00  1.300e-01    32.194  < 2e-16 ***
ORIGIN_GRID1222  3.803e+00  1.303e-01    29.194  < 2e-16 ***
ORIGIN_GRID1223  2.146e+00  1.310e-01    16.380  < 2e-16 ***
ORIGIN_GRID1224  3.021e+00  1.304e-01    23.178  < 2e-16 ***
ORIGIN_GRID1231 -5.295e-01  1.942e-01    -2.726 0.006415 ** 
ORIGIN_GRID1232  1.621e+00  1.602e-01    10.121  < 2e-16 ***
ORIGIN_GRID1235  2.930e+00  1.306e-01    22.428  < 2e-16 ***
ORIGIN_GRID1236  2.704e+00  1.308e-01    20.676  < 2e-16 ***
ORIGIN_GRID1241  2.689e+00  1.303e-01    20.629  < 2e-16 ***
ORIGIN_GRID1242  3.372e+00  1.301e-01    25.920  < 2e-16 ***
ORIGIN_GRID1243  4.045e+00  1.300e-01    31.114  < 2e-16 ***
ORIGIN_GRID1246  3.253e+00  1.302e-01    24.980  < 2e-16 ***
ORIGIN_GRID1256  4.344e+00  1.301e-01    33.381  < 2e-16 ***
ORIGIN_GRID1257  5.208e+00  1.300e-01    40.054  < 2e-16 ***
ORIGIN_GRID1258  3.183e+00  1.307e-01    24.350  < 2e-16 ***
ORIGIN_GRID1262  3.103e+00  1.302e-01    23.835  < 2e-16 ***
ORIGIN_GRID1263  3.712e+00  1.300e-01    28.547  < 2e-16 ***
ORIGIN_GRID1264  2.686e+00  1.305e-01    20.585  < 2e-16 ***
ORIGIN_GRID1265  2.450e+00  1.307e-01    18.740  < 2e-16 ***
ORIGIN_GRID1266  3.855e+00  1.301e-01    29.626  < 2e-16 ***
ORIGIN_GRID1267  1.881e+00  1.328e-01    14.161  < 2e-16 ***
ORIGIN_GRID1272 -6.607e-01  1.847e-01    -3.576 0.000349 ***
ORIGIN_GRID1273  3.772e+00  1.305e-01    28.909  < 2e-16 ***
ORIGIN_GRID1277  5.379e+00  1.300e-01    41.380  < 2e-16 ***
ORIGIN_GRID1278  2.811e+00  1.306e-01    21.518  < 2e-16 ***
ORIGIN_GRID1283  4.964e+00  1.300e-01    38.194  < 2e-16 ***
ORIGIN_GRID1284  4.116e+00  1.300e-01    31.662  < 2e-16 ***
ORIGIN_GRID1285  4.832e+00  1.300e-01    37.182  < 2e-16 ***
ORIGIN_GRID1286  3.103e+00  1.303e-01    23.814  < 2e-16 ***
ORIGIN_GRID1289  1.289e+00  1.387e-01     9.296  < 2e-16 ***
ORIGIN_GRID1293  3.475e-01  1.498e-01     2.320 0.020353 *  
ORIGIN_GRID1294  5.197e+00  1.301e-01    39.956  < 2e-16 ***
ORIGIN_GRID1295  2.645e+00  1.316e-01    20.105  < 2e-16 ***
ORIGIN_GRID1298  4.394e+00  1.301e-01    33.774  < 2e-16 ***
ORIGIN_GRID1299  4.657e+00  1.301e-01    35.802  < 2e-16 ***
ORIGIN_GRID1304  4.723e+00  1.300e-01    36.337  < 2e-16 ***
ORIGIN_GRID1305  4.155e+00  1.300e-01    31.968  < 2e-16 ***
ORIGIN_GRID1307  7.768e-01  1.347e-01     5.765 8.17e-09 ***
ORIGIN_GRID1308  3.988e+00  1.301e-01    30.660  < 2e-16 ***
ORIGIN_GRID1310 -1.110e+00  2.497e-01    -4.447 8.70e-06 ***
ORIGIN_GRID1316  1.551e+00  1.348e-01    11.512  < 2e-16 ***
ORIGIN_GRID1317  3.374e+00  1.304e-01    25.868  < 2e-16 ***
ORIGIN_GRID1318  2.668e+00  1.309e-01    20.386  < 2e-16 ***
ORIGIN_GRID1319  5.646e+00  1.300e-01    43.442  < 2e-16 ***
ORIGIN_GRID1320  4.094e+00  1.302e-01    31.434  < 2e-16 ***
ORIGIN_GRID1325  2.356e+00  1.305e-01    18.059  < 2e-16 ***
ORIGIN_GRID1326  4.322e+00  1.300e-01    33.253  < 2e-16 ***
ORIGIN_GRID1327  4.148e+00  1.300e-01    31.908  < 2e-16 ***
ORIGIN_GRID1328  2.764e+00  1.303e-01    21.220  < 2e-16 ***
ORIGIN_GRID1329  3.074e+00  1.304e-01    23.573  < 2e-16 ***
ORIGIN_GRID1330  3.887e+00  1.302e-01    29.864  < 2e-16 ***
ORIGIN_GRID1331 -1.192e+00  2.891e-01    -4.125 3.71e-05 ***
ORIGIN_GRID1333  3.264e+00  1.305e-01    25.013  < 2e-16 ***
ORIGIN_GRID1334  3.555e+00  1.304e-01    27.267  < 2e-16 ***
ORIGIN_GRID1335  3.076e+00  1.310e-01    23.482  < 2e-16 ***
ORIGIN_GRID1336  1.506e-01  1.855e-01     0.812 0.416982    
ORIGIN_GRID1337  6.662e-01  1.404e-01     4.745 2.08e-06 ***
ORIGIN_GRID1338 -7.254e-01  1.631e-01    -4.449 8.65e-06 ***
ORIGIN_GRID1339  5.552e+00  1.300e-01    42.718  < 2e-16 ***
ORIGIN_GRID1340  3.876e+00  1.302e-01    29.768  < 2e-16 ***
ORIGIN_GRID1341 -6.084e-02  2.420e-01    -0.251 0.801486    
ORIGIN_GRID1346  3.931e+00  1.301e-01    30.225  < 2e-16 ***
ORIGIN_GRID1347  5.009e+00  1.300e-01    38.546  < 2e-16 ***
ORIGIN_GRID1348  3.366e+00  1.301e-01    25.881  < 2e-16 ***
ORIGIN_GRID1349  3.214e+00  1.302e-01    24.692  < 2e-16 ***
ORIGIN_GRID1350  3.453e+00  1.304e-01    26.490  < 2e-16 ***
ORIGIN_GRID1353  3.592e+00  1.302e-01    27.587  < 2e-16 ***
ORIGIN_GRID1354  3.028e+00  1.305e-01    23.197  < 2e-16 ***
ORIGIN_GRID1355  3.847e+00  1.302e-01    29.551  < 2e-16 ***
ORIGIN_GRID1357  2.922e+00  1.312e-01    22.262  < 2e-16 ***
ORIGIN_GRID1358  4.243e+00  1.301e-01    32.608  < 2e-16 ***
ORIGIN_GRID1359  4.562e+00  1.300e-01    35.087  < 2e-16 ***
ORIGIN_GRID1360  4.607e+00  1.300e-01    35.434  < 2e-16 ***
ORIGIN_GRID1361  5.760e+00  1.300e-01    44.310  < 2e-16 ***
ORIGIN_GRID1362  1.872e+00  1.358e-01    13.785  < 2e-16 ***
ORIGIN_GRID1368  2.752e+00  1.302e-01    21.138  < 2e-16 ***
ORIGIN_GRID1369  2.604e+00  1.302e-01    19.995  < 2e-16 ***
ORIGIN_GRID1370  3.823e+00  1.300e-01    29.403  < 2e-16 ***
ORIGIN_GRID1371  3.177e+00  1.303e-01    24.387  < 2e-16 ***
ORIGIN_GRID1372  2.443e+00  1.306e-01    18.711  < 2e-16 ***
ORIGIN_GRID1373  6.203e-01  1.388e-01     4.469 7.85e-06 ***
ORIGIN_GRID1374  2.784e+00  1.304e-01    21.347  < 2e-16 ***
ORIGIN_GRID1375  4.332e+00  1.301e-01    33.287  < 2e-16 ***
ORIGIN_GRID1376  3.613e+00  1.305e-01    27.677  < 2e-16 ***
ORIGIN_GRID1379  1.826e+00  1.344e-01    13.585  < 2e-16 ***
ORIGIN_GRID1380  5.980e+00  1.300e-01    46.019  < 2e-16 ***
ORIGIN_GRID1381  5.541e+00  1.300e-01    42.629  < 2e-16 ***
ORIGIN_GRID1382  4.969e+00  1.301e-01    38.207  < 2e-16 ***
ORIGIN_GRID1383  2.521e+00  1.323e-01    19.056  < 2e-16 ***
ORIGIN_GRID1388  3.440e+00  1.301e-01    26.444  < 2e-16 ***
ORIGIN_GRID1389  2.502e+00  1.302e-01    19.215  < 2e-16 ***
ORIGIN_GRID1390  3.328e+00  1.301e-01    25.582  < 2e-16 ***
ORIGIN_GRID1391  3.290e+00  1.301e-01    25.285  < 2e-16 ***
ORIGIN_GRID1392  2.870e+00  1.310e-01    21.910  < 2e-16 ***
ORIGIN_GRID1393  2.047e+00  1.307e-01    15.661  < 2e-16 ***
ORIGIN_GRID1394  3.507e+00  1.301e-01    26.953  < 2e-16 ***
ORIGIN_GRID1395  3.586e+00  1.301e-01    27.558  < 2e-16 ***
ORIGIN_GRID1396  4.663e+00  1.300e-01    35.865  < 2e-16 ***
ORIGIN_GRID1397  4.724e+00  1.300e-01    36.337  < 2e-16 ***
ORIGIN_GRID1398  3.680e+00  1.304e-01    28.230  < 2e-16 ***
ORIGIN_GRID1400  4.724e+00  1.301e-01    36.319  < 2e-16 ***
ORIGIN_GRID1401  5.095e+00  1.300e-01    39.202  < 2e-16 ***
ORIGIN_GRID1402  5.154e+00  1.300e-01    39.649  < 2e-16 ***
ORIGIN_GRID1404  5.221e+00  1.308e-01    39.923  < 2e-16 ***
ORIGIN_GRID1410  4.065e+00  1.300e-01    31.269  < 2e-16 ***
ORIGIN_GRID1411  2.958e+00  1.302e-01    22.725  < 2e-16 ***
ORIGIN_GRID1412  3.281e+00  1.301e-01    25.226  < 2e-16 ***
ORIGIN_GRID1413  4.074e+00  1.300e-01    31.336  < 2e-16 ***
ORIGIN_GRID1414  3.486e+00  1.301e-01    26.802  < 2e-16 ***
ORIGIN_GRID1415  3.019e+00  1.302e-01    23.185  < 2e-16 ***
ORIGIN_GRID1416  3.670e+00  1.301e-01    28.212  < 2e-16 ***
ORIGIN_GRID1417  3.813e+00  1.301e-01    29.314  < 2e-16 ***
ORIGIN_GRID1418  4.613e+00  1.300e-01    35.485  < 2e-16 ***
ORIGIN_GRID1419  4.113e+00  1.301e-01    31.616  < 2e-16 ***
ORIGIN_GRID1422  5.161e+00  1.300e-01    39.696  < 2e-16 ***
ORIGIN_GRID1423  6.068e+00  1.300e-01    46.692  < 2e-16 ***
ORIGIN_GRID1430  3.739e+00  1.300e-01    28.753  < 2e-16 ***
ORIGIN_GRID1431  3.797e+00  1.300e-01    29.211  < 2e-16 ***
ORIGIN_GRID1432  3.834e+00  1.300e-01    29.492  < 2e-16 ***
ORIGIN_GRID1433  2.557e+00  1.309e-01    19.535  < 2e-16 ***
ORIGIN_GRID1434  4.077e+00  1.300e-01    31.353  < 2e-16 ***
ORIGIN_GRID1435  4.441e+00  1.300e-01    34.171  < 2e-16 ***
ORIGIN_GRID1436  1.284e+00  1.321e-01     9.721  < 2e-16 ***
ORIGIN_GRID1437  4.640e+00  1.300e-01    35.696  < 2e-16 ***
ORIGIN_GRID1438  5.091e+00  1.300e-01    39.175  < 2e-16 ***
ORIGIN_GRID1439  5.728e+00  1.299e-01    44.082  < 2e-16 ***
ORIGIN_GRID1440  2.124e+00  1.315e-01    16.159  < 2e-16 ***
ORIGIN_GRID1442  4.987e+00  1.301e-01    38.337  < 2e-16 ***
ORIGIN_GRID1443  6.062e+00  1.300e-01    46.638  < 2e-16 ***
ORIGIN_GRID1444  5.093e+00  1.301e-01    39.138  < 2e-16 ***
ORIGIN_GRID1452  2.846e+00  1.301e-01    21.866  < 2e-16 ***
ORIGIN_GRID1453  3.032e+00  1.301e-01    23.306  < 2e-16 ***
ORIGIN_GRID1454  2.022e+00  1.312e-01    15.408  < 2e-16 ***
ORIGIN_GRID1455  3.413e+00  1.302e-01    26.217  < 2e-16 ***
ORIGIN_GRID1456  3.840e+00  1.300e-01    29.530  < 2e-16 ***
ORIGIN_GRID1457  4.670e+00  1.300e-01    35.926  < 2e-16 ***
ORIGIN_GRID1458  5.037e+00  1.300e-01    38.756  < 2e-16 ***
ORIGIN_GRID1459  4.450e+00  1.300e-01    34.233  < 2e-16 ***
ORIGIN_GRID1460  3.669e+00  1.301e-01    28.210  < 2e-16 ***
ORIGIN_GRID1461  2.318e+00  1.309e-01    17.706  < 2e-16 ***
ORIGIN_GRID1464  6.448e+00  1.300e-01    49.610  < 2e-16 ***
ORIGIN_GRID1465  5.922e+00  1.300e-01    45.552  < 2e-16 ***
ORIGIN_GRID1472  1.385e+00  1.314e-01    10.544  < 2e-16 ***
ORIGIN_GRID1473  2.456e+00  1.303e-01    18.852  < 2e-16 ***
ORIGIN_GRID1474  3.584e+00  1.300e-01    27.568  < 2e-16 ***
ORIGIN_GRID1475  4.476e+00  1.300e-01    34.433  < 2e-16 ***
ORIGIN_GRID1476  3.852e+00  1.301e-01    29.622  < 2e-16 ***
ORIGIN_GRID1477  5.363e+00  1.299e-01    41.270  < 2e-16 ***
ORIGIN_GRID1478  3.642e+00  1.301e-01    28.001  < 2e-16 ***
ORIGIN_GRID1479  3.877e+00  1.300e-01    29.817  < 2e-16 ***
ORIGIN_GRID1480  5.694e+00  1.299e-01    43.821  < 2e-16 ***
ORIGIN_GRID1481  3.014e+00  1.303e-01    23.132  < 2e-16 ***
ORIGIN_GRID1482  3.224e+00  1.306e-01    24.689  < 2e-16 ***
ORIGIN_GRID1485  5.894e+00  1.300e-01    45.339  < 2e-16 ***
ORIGIN_GRID1494  2.685e+00  1.305e-01    20.584  < 2e-16 ***
ORIGIN_GRID1495  2.873e+00  1.301e-01    22.076  < 2e-16 ***
ORIGIN_GRID1496  3.993e+00  1.300e-01    30.714  < 2e-16 ***
ORIGIN_GRID1497  4.294e+00  1.300e-01    33.032  < 2e-16 ***
ORIGIN_GRID1498  4.611e+00  1.300e-01    35.480  < 2e-16 ***
ORIGIN_GRID1499  4.849e+00  1.300e-01    37.308  < 2e-16 ***
ORIGIN_GRID1500  4.724e+00  1.300e-01    36.333  < 2e-16 ***
ORIGIN_GRID1501  5.009e+00  1.300e-01    38.545  < 2e-16 ***
ORIGIN_GRID1502  4.437e+00  1.300e-01    34.132  < 2e-16 ***
ORIGIN_GRID1506  3.808e-01  1.640e-01     2.322 0.020215 *  
ORIGIN_GRID1515  1.742e+00  1.315e-01    13.242  < 2e-16 ***
ORIGIN_GRID1516  3.353e+00  1.301e-01    25.779  < 2e-16 ***
ORIGIN_GRID1517  3.671e+00  1.301e-01    28.223  < 2e-16 ***
ORIGIN_GRID1518  3.581e+00  1.301e-01    27.521  < 2e-16 ***
ORIGIN_GRID1519  4.865e+00  1.300e-01    37.425  < 2e-16 ***
ORIGIN_GRID1520  4.311e+00  1.300e-01    33.160  < 2e-16 ***
ORIGIN_GRID1521  2.821e+00  1.304e-01    21.645  < 2e-16 ***
ORIGIN_GRID1522  5.205e+00  1.300e-01    40.050  < 2e-16 ***
ORIGIN_GRID1523  3.794e+00  1.307e-01    29.021  < 2e-16 ***
ORIGIN_GRID1524  3.868e+00  1.303e-01    29.694  < 2e-16 ***
ORIGIN_GRID1527  3.819e+00  1.309e-01    29.176  < 2e-16 ***
ORIGIN_GRID1535  4.105e-01  1.564e-01     2.625 0.008676 ** 
ORIGIN_GRID1536  1.033e+00  1.338e-01     7.721 1.15e-14 ***
ORIGIN_GRID1537  1.893e+00  1.310e-01    14.453  < 2e-16 ***
ORIGIN_GRID1538  3.440e+00  1.301e-01    26.454  < 2e-16 ***
ORIGIN_GRID1539  3.976e+00  1.300e-01    30.582  < 2e-16 ***
ORIGIN_GRID1540  4.502e+00  1.300e-01    34.639  < 2e-16 ***
ORIGIN_GRID1541  5.756e+00  1.300e-01    44.274  < 2e-16 ***
ORIGIN_GRID1542  2.681e+00  1.307e-01    20.509  < 2e-16 ***
ORIGIN_GRID1543  3.464e+00  1.316e-01    26.326  < 2e-16 ***
ORIGIN_GRID1544  4.472e+00  1.301e-01    34.383  < 2e-16 ***
ORIGIN_GRID1547  1.410e+00  1.429e-01     9.871  < 2e-16 ***
ORIGIN_GRID1556  9.959e-01  1.437e-01     6.930 4.21e-12 ***
ORIGIN_GRID1557  9.874e-01  1.346e-01     7.336 2.20e-13 ***
ORIGIN_GRID1558  2.421e+00  1.311e-01    18.471  < 2e-16 ***
ORIGIN_GRID1559  4.127e+00  1.300e-01    31.745  < 2e-16 ***
ORIGIN_GRID1560  4.942e+00  1.300e-01    38.024  < 2e-16 ***
ORIGIN_GRID1561  4.777e+00  1.300e-01    36.748  < 2e-16 ***
ORIGIN_GRID1562  1.804e+00  1.313e-01    13.734  < 2e-16 ***
ORIGIN_GRID1563  3.643e+00  1.301e-01    28.005  < 2e-16 ***
ORIGIN_GRID1564  2.776e+00  1.306e-01    21.260  < 2e-16 ***
ORIGIN_GRID1565  2.867e+00  1.306e-01    21.953  < 2e-16 ***
ORIGIN_GRID1566  2.580e+00  1.314e-01    19.640  < 2e-16 ***
ORIGIN_GRID1567  3.469e-01  1.599e-01     2.169 0.030106 *  
ORIGIN_GRID1568  1.493e+00  1.438e-01    10.382  < 2e-16 ***
ORIGIN_GRID1578 -1.322e+00  2.823e-01    -4.683 2.82e-06 ***
ORIGIN_GRID1580  2.585e+00  1.308e-01    19.766  < 2e-16 ***
ORIGIN_GRID1581  1.377e+00  1.313e-01    10.488  < 2e-16 ***
ORIGIN_GRID1582  4.631e+00  1.300e-01    35.631  < 2e-16 ***
ORIGIN_GRID1583  2.887e+00  1.313e-01    21.981  < 2e-16 ***
ORIGIN_GRID1584  3.145e+00  1.303e-01    24.140  < 2e-16 ***
ORIGIN_GRID1585  3.846e+00  1.302e-01    29.536  < 2e-16 ***
ORIGIN_GRID1586  2.694e+00  1.306e-01    20.634  < 2e-16 ***
ORIGIN_GRID1589  1.708e+00  1.354e-01    12.618  < 2e-16 ***
ORIGIN_GRID1590  1.164e+00  1.470e-01     7.922 2.34e-15 ***
ORIGIN_GRID1600  4.757e+00  1.303e-01    36.518  < 2e-16 ***
ORIGIN_GRID1601  3.209e+00  1.301e-01    24.667  < 2e-16 ***
ORIGIN_GRID1602  3.892e+00  1.300e-01    29.928  < 2e-16 ***
ORIGIN_GRID1603  4.845e+00  1.300e-01    37.277  < 2e-16 ***
ORIGIN_GRID1604  3.320e+00  1.301e-01    25.510  < 2e-16 ***
ORIGIN_GRID1605  4.722e+00  1.300e-01    36.332  < 2e-16 ***
ORIGIN_GRID1606  4.253e+00  1.302e-01    32.662  < 2e-16 ***
ORIGIN_GRID1607  3.456e+00  1.302e-01    26.535  < 2e-16 ***
ORIGIN_GRID1608  5.524e+00  1.300e-01    42.498  < 2e-16 ***
ORIGIN_GRID1609  5.414e+00  1.300e-01    41.639  < 2e-16 ***
ORIGIN_GRID1610  1.845e+00  1.434e-01    12.872  < 2e-16 ***
ORIGIN_GRID1622  3.310e+00  1.314e-01    25.183  < 2e-16 ***
ORIGIN_GRID1623  4.598e+00  1.300e-01    35.375  < 2e-16 ***
ORIGIN_GRID1624  3.368e+00  1.301e-01    25.879  < 2e-16 ***
ORIGIN_GRID1625  4.781e+00  1.300e-01    36.780  < 2e-16 ***
ORIGIN_GRID1626  5.435e+00  1.300e-01    41.823  < 2e-16 ***
ORIGIN_GRID1627  3.790e+00  1.301e-01    29.130  < 2e-16 ***
ORIGIN_GRID1628  5.555e+00  1.300e-01    42.749  < 2e-16 ***
ORIGIN_GRID1629  4.531e+00  1.301e-01    34.837  < 2e-16 ***
ORIGIN_GRID1630  4.625e+00  1.301e-01    35.540  < 2e-16 ***
ORIGIN_GRID1631  1.156e+00  1.408e-01     8.209 2.23e-16 ***
ORIGIN_GRID1642  2.037e+00  1.330e-01    15.317  < 2e-16 ***
ORIGIN_GRID1643  4.537e+00  1.300e-01    34.905  < 2e-16 ***
ORIGIN_GRID1644  2.295e+00  1.309e-01    17.539  < 2e-16 ***
ORIGIN_GRID1645  3.809e+00  1.300e-01    29.287  < 2e-16 ***
ORIGIN_GRID1646  3.621e+00  1.302e-01    27.812  < 2e-16 ***
ORIGIN_GRID1647  4.007e+00  1.300e-01    30.814  < 2e-16 ***
ORIGIN_GRID1648  4.633e+00  1.300e-01    35.636  < 2e-16 ***
ORIGIN_GRID1649  5.414e+00  1.300e-01    41.658  < 2e-16 ***
ORIGIN_GRID1650  5.535e+00  1.300e-01    42.572  < 2e-16 ***
ORIGIN_GRID1664 -6.236e-01  1.882e-01    -3.313 0.000922 ***
ORIGIN_GRID1665  4.713e+00  1.300e-01    36.262  < 2e-16 ***
ORIGIN_GRID1666  3.423e+00  1.301e-01    26.310  < 2e-16 ***
ORIGIN_GRID1667  4.462e+00  1.303e-01    34.257  < 2e-16 ***
ORIGIN_GRID1668  4.562e+00  1.300e-01    35.096  < 2e-16 ***
ORIGIN_GRID1670  5.443e+00  1.300e-01    41.886  < 2e-16 ***
ORIGIN_GRID1671  6.131e+00  1.300e-01    47.160  < 2e-16 ***
ORIGIN_GRID1672  5.761e+00  1.300e-01    44.301  < 2e-16 ***
ORIGIN_GRID1684  3.744e+00  1.305e-01    28.694  < 2e-16 ***
ORIGIN_GRID1685  4.283e+00  1.300e-01    32.946  < 2e-16 ***
ORIGIN_GRID1686  4.174e+00  1.300e-01    32.105  < 2e-16 ***
ORIGIN_GRID1687  3.725e+00  1.301e-01    28.629  < 2e-16 ***
ORIGIN_GRID1688  3.263e+00  1.302e-01    25.066  < 2e-16 ***
ORIGIN_GRID1689  2.916e+00  1.305e-01    22.356  < 2e-16 ***
ORIGIN_GRID1690  4.317e+00  1.301e-01    33.192  < 2e-16 ***
ORIGIN_GRID1691  5.137e+00  1.300e-01    39.519  < 2e-16 ***
ORIGIN_GRID1692  4.728e+00  1.302e-01    36.326  < 2e-16 ***
ORIGIN_GRID1706  4.270e+00  1.300e-01    32.835  < 2e-16 ***
ORIGIN_GRID1707  4.156e+00  1.300e-01    31.966  < 2e-16 ***
ORIGIN_GRID1708  4.677e+00  1.300e-01    35.987  < 2e-16 ***
ORIGIN_GRID1709  3.789e+00  1.301e-01    29.127  < 2e-16 ***
ORIGIN_GRID1710  5.000e+00  1.300e-01    38.470  < 2e-16 ***
ORIGIN_GRID1711  4.833e+00  1.300e-01    37.175  < 2e-16 ***
ORIGIN_GRID1712  5.454e+00  1.300e-01    41.970  < 2e-16 ***
ORIGIN_GRID1713  3.025e+00  1.305e-01    23.179  < 2e-16 ***
ORIGIN_GRID1714  5.698e+00  1.300e-01    43.836  < 2e-16 ***
ORIGIN_GRID1727  4.490e+00  1.300e-01    34.535  < 2e-16 ***
ORIGIN_GRID1728  4.368e+00  1.300e-01    33.603  < 2e-16 ***
ORIGIN_GRID1729  3.806e+00  1.300e-01    29.272  < 2e-16 ***
ORIGIN_GRID1730  1.712e+00  1.318e-01    12.992  < 2e-16 ***
ORIGIN_GRID1731  4.668e+00  1.300e-01    35.904  < 2e-16 ***
ORIGIN_GRID1732  5.128e+00  1.300e-01    39.454  < 2e-16 ***
ORIGIN_GRID1733  4.890e+00  1.300e-01    37.618  < 2e-16 ***
ORIGIN_GRID1734  5.301e+00  1.300e-01    40.786  < 2e-16 ***
ORIGIN_GRID1735  7.021e+00  1.301e-01    53.977  < 2e-16 ***
ORIGIN_GRID1748  3.193e+00  1.302e-01    24.513  < 2e-16 ***
ORIGIN_GRID1749  4.165e+00  1.300e-01    32.041  < 2e-16 ***
ORIGIN_GRID1750  3.280e+00  1.301e-01    25.210  < 2e-16 ***
ORIGIN_GRID1751  2.567e+00  1.304e-01    19.686  < 2e-16 ***
ORIGIN_GRID1753  5.167e+00  1.300e-01    39.752  < 2e-16 ***
ORIGIN_GRID1754  5.545e+00  1.300e-01    42.672  < 2e-16 ***
ORIGIN_GRID1755  5.064e+00  1.300e-01    38.959  < 2e-16 ***
ORIGIN_GRID1756  5.011e+00  1.300e-01    38.543  < 2e-16 ***
ORIGIN_GRID1757  2.987e+00  1.336e-01    22.363  < 2e-16 ***
ORIGIN_GRID1769  3.991e+00  1.300e-01    30.689  < 2e-16 ***
ORIGIN_GRID1770  4.018e+00  1.302e-01    30.873  < 2e-16 ***
ORIGIN_GRID1771  2.791e+00  1.303e-01    21.419  < 2e-16 ***
ORIGIN_GRID1772  1.641e+00  1.321e-01    12.420  < 2e-16 ***
ORIGIN_GRID1774  4.886e+00  1.300e-01    37.594  < 2e-16 ***
ORIGIN_GRID1775  4.550e+00  1.300e-01    34.993  < 2e-16 ***
ORIGIN_GRID1776  5.741e+00  1.300e-01    44.174  < 2e-16 ***
ORIGIN_GRID1777  5.768e+00  1.300e-01    44.381  < 2e-16 ***
ORIGIN_GRID1778  5.573e+00  1.304e-01    42.728  < 2e-16 ***
ORIGIN_GRID1790  4.666e+00  1.300e-01    35.895  < 2e-16 ***
ORIGIN_GRID1791  4.022e+00  1.301e-01    30.924  < 2e-16 ***
ORIGIN_GRID1792  3.955e+00  1.301e-01    30.410  < 2e-16 ***
ORIGIN_GRID1793  2.028e+00  1.306e-01    15.531  < 2e-16 ***
ORIGIN_GRID1794  1.807e+00  1.327e-01    13.621  < 2e-16 ***
ORIGIN_GRID1795  1.321e+00  1.339e-01     9.868  < 2e-16 ***
ORIGIN_GRID1796  5.366e+00  1.300e-01    41.286  < 2e-16 ***
ORIGIN_GRID1797  5.380e+00  1.300e-01    41.394  < 2e-16 ***
ORIGIN_GRID1798  5.422e+00  1.300e-01    41.720  < 2e-16 ***
ORIGIN_GRID1799  4.646e+00  1.301e-01    35.705  < 2e-16 ***
ORIGIN_GRID1800  3.995e+00  1.324e-01    30.166  < 2e-16 ***
ORIGIN_GRID1811  3.740e+00  1.301e-01    28.747  < 2e-16 ***
ORIGIN_GRID1812  4.907e+00  1.300e-01    37.761  < 2e-16 ***
ORIGIN_GRID1813  4.684e+00  1.300e-01    36.035  < 2e-16 ***
ORIGIN_GRID1817  5.269e+00  1.300e-01    40.527  < 2e-16 ***
ORIGIN_GRID1818  5.226e+00  1.300e-01    40.201  < 2e-16 ***
ORIGIN_GRID1819  5.770e+00  1.300e-01    44.395  < 2e-16 ***
ORIGIN_GRID1820  2.871e+00  1.345e-01    21.345  < 2e-16 ***
ORIGIN_GRID1832  4.533e+00  1.300e-01    34.862  < 2e-16 ***
ORIGIN_GRID1833  3.956e+00  1.300e-01    30.419  < 2e-16 ***
ORIGIN_GRID1834  4.289e+00  1.300e-01    32.996  < 2e-16 ***
ORIGIN_GRID1835  3.589e+00  1.301e-01    27.581  < 2e-16 ***
ORIGIN_GRID1837  7.263e-01  1.445e-01     5.026 5.00e-07 ***
ORIGIN_GRID1839  4.673e+00  1.301e-01    35.916  < 2e-16 ***
ORIGIN_GRID1840  6.506e+00  1.299e-01    50.066  < 2e-16 ***
ORIGIN_GRID1841  2.337e+00  1.346e-01    17.363  < 2e-16 ***
ORIGIN_GRID1842  6.510e+00  1.303e-01    49.950  < 2e-16 ***
ORIGIN_GRID1853  4.345e+00  1.300e-01    33.421  < 2e-16 ***
ORIGIN_GRID1854  4.589e+00  1.300e-01    35.300  < 2e-16 ***
ORIGIN_GRID1855  4.882e+00  1.300e-01    37.562  < 2e-16 ***
ORIGIN_GRID1858  2.683e+00  1.323e-01    20.275  < 2e-16 ***
ORIGIN_GRID1860  6.034e+00  1.302e-01    46.353  < 2e-16 ***
ORIGIN_GRID1861  5.486e+00  1.300e-01    42.200  < 2e-16 ***
ORIGIN_GRID1874  4.523e+00  1.300e-01    34.782  < 2e-16 ***
ORIGIN_GRID1875  2.860e+00  1.305e-01    21.912  < 2e-16 ***
ORIGIN_GRID1876  4.981e+00  1.303e-01    38.224  < 2e-16 ***
ORIGIN_GRID1877  4.594e+00  1.300e-01    35.336  < 2e-16 ***
ORIGIN_GRID1880  9.883e-01  1.383e-01     7.148 8.83e-13 ***
ORIGIN_GRID1882  5.333e+00  1.300e-01    41.021  < 2e-16 ***
ORIGIN_GRID1883  5.848e+00  1.302e-01    44.918  < 2e-16 ***
ORIGIN_GRID1895  4.660e+00  1.300e-01    35.847  < 2e-16 ***
ORIGIN_GRID1896  3.013e+00  1.303e-01    23.134  < 2e-16 ***
ORIGIN_GRID1897  3.687e+00  1.302e-01    28.322  < 2e-16 ***
ORIGIN_GRID1898 -6.879e-01  1.817e-01    -3.786 0.000153 ***
ORIGIN_GRID1901  7.926e-01  1.486e-01     5.334 9.58e-08 ***
ORIGIN_GRID1903  5.222e+00  1.302e-01    40.104  < 2e-16 ***
ORIGIN_GRID1917  3.244e+00  1.302e-01    24.914  < 2e-16 ***
ORIGIN_GRID1918  4.689e+00  1.300e-01    36.060  < 2e-16 ***
ORIGIN_GRID1919  4.568e+00  1.300e-01    35.136  < 2e-16 ***
ORIGIN_GRID1922  2.340e+00  1.328e-01    17.616  < 2e-16 ***
ORIGIN_GRID1924  5.058e+00  1.302e-01    38.839  < 2e-16 ***
ORIGIN_GRID1937  4.053e+00  1.301e-01    31.157  < 2e-16 ***
ORIGIN_GRID1938  4.703e+00  1.300e-01    36.180  < 2e-16 ***
ORIGIN_GRID1939  5.259e+00  1.300e-01    40.463  < 2e-16 ***
ORIGIN_GRID1942  1.268e+00  1.363e-01     9.303  < 2e-16 ***
ORIGIN_GRID1959  3.630e+00  1.302e-01    27.882  < 2e-16 ***
ORIGIN_GRID1960  5.625e+00  1.299e-01    43.290  < 2e-16 ***
ORIGIN_GRID1961  4.009e+00  1.301e-01    30.818  < 2e-16 ***
ORIGIN_GRID1962  5.045e+00  1.300e-01    38.813  < 2e-16 ***
ORIGIN_GRID1964  2.686e-01  1.543e-01     1.742 0.081588 .  
ORIGIN_GRID1979  3.915e+00  1.301e-01    30.081  < 2e-16 ***
ORIGIN_GRID1980  2.160e+00  1.306e-01    16.535  < 2e-16 ***
ORIGIN_GRID1981  4.661e+00  1.300e-01    35.861  < 2e-16 ***
ORIGIN_GRID1982  3.477e+00  1.304e-01    26.673  < 2e-16 ***
ORIGIN_GRID1983  4.947e+00  1.300e-01    38.059  < 2e-16 ***
ORIGIN_GRID1984  3.671e+00  1.301e-01    28.209  < 2e-16 ***
ORIGIN_GRID1985  4.467e+00  1.301e-01    34.343  < 2e-16 ***
ORIGIN_GRID2001  4.243e+00  1.300e-01    32.629  < 2e-16 ***
ORIGIN_GRID2002  4.789e+00  1.300e-01    36.849  < 2e-16 ***
ORIGIN_GRID2003  4.421e+00  1.300e-01    34.006  < 2e-16 ***
ORIGIN_GRID2004  5.049e+00  1.300e-01    38.843  < 2e-16 ***
ORIGIN_GRID2005  4.926e+00  1.300e-01    37.900  < 2e-16 ***
ORIGIN_GRID2006  3.478e+00  1.302e-01    26.703  < 2e-16 ***
ORIGIN_GRID2007  2.879e+00  1.309e-01    21.993  < 2e-16 ***
ORIGIN_GRID2022  4.616e+00  1.300e-01    35.498  < 2e-16 ***
ORIGIN_GRID2023  5.042e+00  1.300e-01    38.796  < 2e-16 ***
ORIGIN_GRID2024  4.346e+00  1.300e-01    33.433  < 2e-16 ***
ORIGIN_GRID2025  4.382e+00  1.300e-01    33.708  < 2e-16 ***
ORIGIN_GRID2026  3.042e+00  1.304e-01    23.327  < 2e-16 ***
ORIGIN_GRID2027  5.344e+00  1.300e-01    41.118  < 2e-16 ***
ORIGIN_GRID2043  3.935e+00  1.301e-01    30.237  < 2e-16 ***
ORIGIN_GRID2044  4.652e+00  1.300e-01    35.794  < 2e-16 ***
ORIGIN_GRID2045  3.137e-01  1.460e-01     2.148 0.031698 *  
ORIGIN_GRID2046  4.601e+00  1.300e-01    35.399  < 2e-16 ***
ORIGIN_GRID2047  4.368e+00  1.300e-01    33.593  < 2e-16 ***
ORIGIN_GRID2048  4.656e+00  1.300e-01    35.816  < 2e-16 ***
ORIGIN_GRID2049  3.749e+00  1.306e-01    28.712  < 2e-16 ***
ORIGIN_GRID2064  4.596e+00  1.300e-01    35.351  < 2e-16 ***
ORIGIN_GRID2065  3.086e+00  1.302e-01    23.707  < 2e-16 ***
ORIGIN_GRID2066  2.458e+00  1.319e-01    18.636  < 2e-16 ***
ORIGIN_GRID2067  5.862e+00  1.299e-01    45.116  < 2e-16 ***
ORIGIN_GRID2068  4.179e+00  1.301e-01    32.121  < 2e-16 ***
ORIGIN_GRID2069  4.546e+00  1.300e-01    34.962  < 2e-16 ***
ORIGIN_GRID2085  3.506e+00  1.302e-01    26.918  < 2e-16 ***
ORIGIN_GRID2086  4.948e+00  1.300e-01    38.068  < 2e-16 ***
ORIGIN_GRID2087  3.587e+00  1.301e-01    27.571  < 2e-16 ***
ORIGIN_GRID2088  4.261e+00  1.300e-01    32.780  < 2e-16 ***
ORIGIN_GRID2089  4.010e+00  1.301e-01    30.829  < 2e-16 ***
ORIGIN_GRID2090  5.561e+00  1.300e-01    42.790  < 2e-16 ***
ORIGIN_GRID2091  8.870e-01  1.453e-01     6.103 1.04e-09 ***
ORIGIN_GRID2105  1.648e+00  1.646e-01    10.014  < 2e-16 ***
ORIGIN_GRID2106  1.822e+00  1.313e-01    13.885  < 2e-16 ***
ORIGIN_GRID2107  3.020e+00  1.302e-01    23.196  < 2e-16 ***
ORIGIN_GRID2108  4.231e+00  1.300e-01    32.537  < 2e-16 ***
ORIGIN_GRID2109  4.309e+00  1.300e-01    33.147  < 2e-16 ***
ORIGIN_GRID2110  3.749e+00  1.301e-01    28.814  < 2e-16 ***
ORIGIN_GRID2111  1.164e+00  1.356e-01     8.581  < 2e-16 ***
ORIGIN_GRID2128  2.678e+00  1.306e-01    20.503  < 2e-16 ***
ORIGIN_GRID2129  2.086e+00  1.308e-01    15.953  < 2e-16 ***
ORIGIN_GRID2130  4.780e+00  1.300e-01    36.779  < 2e-16 ***
ORIGIN_GRID2131  5.106e+00  1.300e-01    39.278  < 2e-16 ***
ORIGIN_GRID2132  4.067e+00  1.300e-01    31.272  < 2e-16 ***
ORIGIN_GRID2148  3.568e+00  1.304e-01    27.365  < 2e-16 ***
ORIGIN_GRID2149  2.048e+00  1.309e-01    15.653  < 2e-16 ***
ORIGIN_GRID2150  4.684e+00  1.300e-01    36.030  < 2e-16 ***
ORIGIN_GRID2151  5.139e+00  1.300e-01    39.546  < 2e-16 ***
ORIGIN_GRID2152  5.336e+00  1.300e-01    41.055  < 2e-16 ***
ORIGIN_GRID2153  4.668e+00  1.300e-01    35.902  < 2e-16 ***
ORIGIN_GRID2171  3.655e+00  1.301e-01    28.094  < 2e-16 ***
ORIGIN_GRID2172  3.757e+00  1.301e-01    28.871  < 2e-16 ***
ORIGIN_GRID2173  4.302e+00  1.300e-01    33.090  < 2e-16 ***
ORIGIN_GRID2174  4.592e+00  1.300e-01    35.319  < 2e-16 ***
ORIGIN_GRID2191  3.118e+00  1.303e-01    23.927  < 2e-16 ***
ORIGIN_GRID2192  3.041e+00  1.304e-01    23.330  < 2e-16 ***
ORIGIN_GRID2193  3.985e+00  1.301e-01    30.645  < 2e-16 ***
ORIGIN_GRID2194  4.433e+00  1.300e-01    34.095  < 2e-16 ***
ORIGIN_GRID2195  3.811e+00  1.315e-01    28.987  < 2e-16 ***
ORIGIN_GRID2212  8.446e-01  1.539e-01     5.487 4.10e-08 ***
ORIGIN_GRID2213  1.070e+00  1.351e-01     7.921 2.35e-15 ***
ORIGIN_GRID2214  1.478e+00  1.326e-01    11.143  < 2e-16 ***
ORIGIN_GRID2215  4.107e+00  1.301e-01    31.571  < 2e-16 ***
ORIGIN_GRID2216  3.080e+00  1.304e-01    23.628  < 2e-16 ***
ORIGIN_GRID2233  1.117e+00  1.372e-01     8.140 3.95e-16 ***
ORIGIN_GRID2234  2.922e+00  1.314e-01    22.237  < 2e-16 ***
ORIGIN_GRID2235  2.943e+00  1.305e-01    22.542  < 2e-16 ***
ORIGIN_GRID2236  2.833e+00  1.305e-01    21.701  < 2e-16 ***
ORIGIN_GRID2237  5.624e-01  1.426e-01     3.943 8.05e-05 ***
ORIGIN_GRID2256  5.904e-01  1.367e-01     4.320 1.56e-05 ***
ORIGIN_GRID2257  2.557e+00  1.314e-01    19.467  < 2e-16 ***
ORIGIN_GRID2258  2.102e+00  1.309e-01    16.057  < 2e-16 ***
ORIGIN_GRID2259  1.870e+00  1.342e-01    13.940  < 2e-16 ***
ORIGIN_GRID2277  2.676e+00  1.352e-01    19.796  < 2e-16 ***
ORIGIN_GRID2278  3.174e+00  1.308e-01    24.259  < 2e-16 ***
ORIGIN_GRID2279  1.703e+00  1.314e-01    12.957  < 2e-16 ***
ORIGIN_GRID2280 -3.361e-01  1.706e-01    -1.970 0.048793 *  
ORIGIN_GRID2297  4.671e+00  1.302e-01    35.872  < 2e-16 ***
ORIGIN_GRID2300  3.848e-01  1.468e-01     2.621 0.008779 ** 
ORIGIN_GRID2301  2.099e+00  1.313e-01    15.992  < 2e-16 ***
ORIGIN_GRID2318  2.670e+00  1.312e-01    20.355  < 2e-16 ***
ORIGIN_GRID2319  3.339e+00  1.303e-01    25.622  < 2e-16 ***
ORIGIN_GRID2322  3.294e+00  1.305e-01    25.252  < 2e-16 ***
ORIGIN_GRID2337  4.252e+00  1.310e-01    32.448  < 2e-16 ***
ORIGIN_GRID2341  3.805e+00  1.302e-01    29.211  < 2e-16 ***
ORIGIN_GRID2343  2.547e+00  1.306e-01    19.497  < 2e-16 ***
ORIGIN_GRID2361  3.420e+00  1.304e-01    26.222  < 2e-16 ***
ORIGIN_GRID2364 -5.040e-01  1.513e-01    -3.332 0.000861 ***
ORIGIN_GRID2379  3.389e+00  1.315e-01    25.776  < 2e-16 ***
ORIGIN_GRID2384  2.494e+00  1.308e-01    19.071  < 2e-16 ***
ORIGIN_GRID2405  2.194e+00  1.308e-01    16.774  < 2e-16 ***
ORIGIN_GRID2406  8.910e-01  1.341e-01     6.645 3.03e-11 ***
ORIGIN_GRID2426  1.766e+00  1.326e-01    13.322  < 2e-16 ***
ORIGIN_GRID2427  3.294e+00  1.304e-01    25.268  < 2e-16 ***
ORIGIN_GRID2505  3.738e+00  1.357e-01    27.544  < 2e-16 ***
DESTIN_GRID44    1.353e+00  5.545e-02    24.409  < 2e-16 ***
DESTIN_GRID46    4.743e-01  5.472e-02     8.668  < 2e-16 ***
DESTIN_GRID66   -3.934e-01  6.856e-02    -5.739 9.53e-09 ***
DESTIN_GRID67    3.363e-01  5.306e-02     6.337 2.34e-10 ***
DESTIN_GRID68    8.304e-02  5.489e-02     1.513 0.130292    
DESTIN_GRID86    4.696e-01  6.124e-02     7.669 1.73e-14 ***
DESTIN_GRID87   -3.144e+00  9.891e-02   -31.787  < 2e-16 ***
DESTIN_GRID88   -1.280e-01  5.402e-02    -2.369 0.017848 *  
DESTIN_GRID89   -7.046e-01  5.553e-02   -12.689  < 2e-16 ***
DESTIN_GRID90   -3.904e+00  7.091e-01    -5.505 3.68e-08 ***
DESTIN_GRID109  -6.235e-01  5.639e-02   -11.058  < 2e-16 ***
DESTIN_GRID110  -3.238e+00  1.141e-01   -28.386  < 2e-16 ***
DESTIN_GRID111   9.807e-01  5.238e-02    18.723  < 2e-16 ***
DESTIN_GRID112  -2.522e+00  6.042e-02   -41.746  < 2e-16 ***
DESTIN_GRID128   1.181e+00  5.609e-02    21.053  < 2e-16 ***
DESTIN_GRID129  -4.517e+00  1.433e-01   -31.516  < 2e-16 ***
DESTIN_GRID130  -6.639e-01  5.571e-02   -11.918  < 2e-16 ***
DESTIN_GRID131  -1.453e+00  5.575e-02   -26.069  < 2e-16 ***
DESTIN_GRID132  -9.197e-01  5.301e-02   -17.349  < 2e-16 ***
DESTIN_GRID133  -8.086e-01  5.238e-02   -15.437  < 2e-16 ***
DESTIN_GRID134  -7.912e-01  5.223e-02   -15.148  < 2e-16 ***
DESTIN_GRID150  -4.372e-01  6.114e-02    -7.151 8.59e-13 ***
DESTIN_GRID151  -5.919e-01  5.592e-02   -10.584  < 2e-16 ***
DESTIN_GRID152   4.001e-01  5.318e-02     7.523 5.34e-14 ***
DESTIN_GRID153  -1.067e-01  5.292e-02    -2.017 0.043701 *  
DESTIN_GRID154  -2.273e+00  5.801e-02   -39.179  < 2e-16 ***
DESTIN_GRID155  -1.848e+00  5.426e-02   -34.058  < 2e-16 ***
DESTIN_GRID156  -1.760e+00  5.530e-02   -31.820  < 2e-16 ***
DESTIN_GRID172  -1.657e+00  6.723e-02   -24.643  < 2e-16 ***
DESTIN_GRID174  -1.187e+00  5.327e-02   -22.278  < 2e-16 ***
DESTIN_GRID175  -7.329e-01  5.199e-02   -14.097  < 2e-16 ***
DESTIN_GRID176  -2.147e+00  5.861e-02   -36.631  < 2e-16 ***
DESTIN_GRID195  -2.500e+00  5.927e-02   -42.187  < 2e-16 ***
DESTIN_GRID196  -1.056e+00  5.203e-02   -20.286  < 2e-16 ***
DESTIN_GRID197  -4.345e+00  9.109e-02   -47.694  < 2e-16 ***
DESTIN_GRID215  -5.139e-01  5.896e-02    -8.716  < 2e-16 ***
DESTIN_GRID216  -6.091e-01  5.326e-02   -11.436  < 2e-16 ***
DESTIN_GRID217  -3.500e-01  5.191e-02    -6.743 1.55e-11 ***
DESTIN_GRID237  -2.717e+00  5.968e-02   -45.526  < 2e-16 ***
DESTIN_GRID238  -1.659e+00  5.326e-02   -31.138  < 2e-16 ***
DESTIN_GRID239  -1.945e+00  5.935e-02   -32.773  < 2e-16 ***
DESTIN_GRID257   2.842e-01  5.374e-02     5.289 1.23e-07 ***
DESTIN_GRID258  -1.576e+00  5.466e-02   -28.837  < 2e-16 ***
DESTIN_GRID259  -4.795e-01  5.249e-02    -9.136  < 2e-16 ***
DESTIN_GRID278   6.942e-01  5.315e-02    13.060  < 2e-16 ***
DESTIN_GRID279  -1.042e+00  5.284e-02   -19.729  < 2e-16 ***
DESTIN_GRID280  -8.075e-01  5.267e-02   -15.331  < 2e-16 ***
DESTIN_GRID298  -3.668e+00  1.390e-01   -26.394  < 2e-16 ***
DESTIN_GRID299  -7.313e-01  5.355e-02   -13.656  < 2e-16 ***
DESTIN_GRID300  -1.315e+00  5.388e-02   -24.410  < 2e-16 ***
DESTIN_GRID320   4.453e-01  5.317e-02     8.374  < 2e-16 ***
DESTIN_GRID321  -1.688e+00  5.640e-02   -29.923  < 2e-16 ***
DESTIN_GRID322  -4.476e-01  5.252e-02    -8.522  < 2e-16 ***
DESTIN_GRID340   1.319e+00  5.235e-02    25.200  < 2e-16 ***
DESTIN_GRID341  -1.948e-01  5.257e-02    -3.706 0.000210 ***
DESTIN_GRID342  -5.796e-01  5.226e-02   -11.092  < 2e-16 ***
DESTIN_GRID363  -5.925e-01  5.290e-02   -11.200  < 2e-16 ***
DESTIN_GRID364  -6.069e-01  5.179e-02   -11.718  < 2e-16 ***
DESTIN_GRID383   4.628e-01  5.200e-02     8.899  < 2e-16 ***
DESTIN_GRID384  -8.137e-01  5.190e-02   -15.677  < 2e-16 ***
DESTIN_GRID385  -1.753e+00  5.330e-02   -32.897  < 2e-16 ***
DESTIN_GRID404   5.434e-01  5.277e-02    10.298  < 2e-16 ***
DESTIN_GRID405  -2.625e-01  5.228e-02    -5.021 5.14e-07 ***
DESTIN_GRID406   2.087e-01  5.151e-02     4.051 5.09e-05 ***
DESTIN_GRID407   3.893e-02  5.191e-02     0.750 0.453317    
DESTIN_GRID408   1.161e+00  5.152e-02    22.531  < 2e-16 ***
DESTIN_GRID425  -1.832e+00  5.676e-02   -32.265  < 2e-16 ***
DESTIN_GRID426  -1.266e+00  5.223e-02   -24.236  < 2e-16 ***
DESTIN_GRID427  -3.703e+00  5.627e-02   -65.807  < 2e-16 ***
DESTIN_GRID428  -1.011e+00  5.229e-02   -19.335  < 2e-16 ***
DESTIN_GRID429  -1.379e+00  5.564e-02   -24.775  < 2e-16 ***
DESTIN_GRID446  -6.078e-01  5.600e-02   -10.854  < 2e-16 ***
DESTIN_GRID447  -1.479e+00  5.395e-02   -27.407  < 2e-16 ***
DESTIN_GRID448  -1.775e+00  5.251e-02   -33.799  < 2e-16 ***
DESTIN_GRID449  -1.082e+00  5.178e-02   -20.901  < 2e-16 ***
DESTIN_GRID450  -1.508e+00  5.255e-02   -28.692  < 2e-16 ***
DESTIN_GRID468  -1.070e+00  5.233e-02   -20.454  < 2e-16 ***
DESTIN_GRID469  -1.612e+00  5.196e-02   -31.030  < 2e-16 ***
DESTIN_GRID470  -1.244e+00  5.174e-02   -24.040  < 2e-16 ***
DESTIN_GRID471  -1.121e+00  5.361e-02   -20.915  < 2e-16 ***
DESTIN_GRID488  -7.432e-01  5.591e-02   -13.293  < 2e-16 ***
DESTIN_GRID489  -2.791e+00  6.878e-02   -40.573  < 2e-16 ***
DESTIN_GRID490  -8.301e-01  5.196e-02   -15.978  < 2e-16 ***
DESTIN_GRID491  -3.143e+00  5.341e-02   -58.843  < 2e-16 ***
DESTIN_GRID493  -3.751e+00  7.067e-02   -53.076  < 2e-16 ***
DESTIN_GRID494  -1.935e+00  5.609e-02   -34.493  < 2e-16 ***
DESTIN_GRID509  -3.631e-01  5.347e-02    -6.792 1.11e-11 ***
DESTIN_GRID510  -5.559e-01  5.221e-02   -10.648  < 2e-16 ***
DESTIN_GRID511  -1.316e+00  5.172e-02   -25.448  < 2e-16 ***
DESTIN_GRID512  -1.525e+00  5.171e-02   -29.503  < 2e-16 ***
DESTIN_GRID513  -3.488e-01  5.186e-02    -6.726 1.75e-11 ***
DESTIN_GRID514  -8.357e-01  5.267e-02   -15.868  < 2e-16 ***
DESTIN_GRID515  -2.203e+00  5.953e-02   -37.001  < 2e-16 ***
DESTIN_GRID530  -9.910e-01  5.871e-02   -16.880  < 2e-16 ***
DESTIN_GRID531   1.264e+00  5.167e-02    24.465  < 2e-16 ***
DESTIN_GRID532  -1.128e+00  5.202e-02   -21.683  < 2e-16 ***
DESTIN_GRID533   8.058e-02  5.140e-02     1.568 0.116953    
DESTIN_GRID534  -1.279e+00  5.170e-02   -24.739  < 2e-16 ***
DESTIN_GRID536  -1.710e+00  5.428e-02   -31.496  < 2e-16 ***
DESTIN_GRID537  -2.480e+00  6.141e-02   -40.385  < 2e-16 ***
DESTIN_GRID538  -2.844e+00  6.713e-02   -42.359  < 2e-16 ***
DESTIN_GRID539  -5.045e+00  2.552e-01   -19.764  < 2e-16 ***
DESTIN_GRID551  -3.811e-01  5.424e-02    -7.026 2.12e-12 ***
DESTIN_GRID552   5.306e-02  5.236e-02     1.013 0.310905    
DESTIN_GRID553  -1.915e+00  5.200e-02   -36.824  < 2e-16 ***
DESTIN_GRID554  -1.876e+00  5.174e-02   -36.254  < 2e-16 ***
DESTIN_GRID555  -6.571e-01  5.185e-02   -12.674  < 2e-16 ***
DESTIN_GRID559  -3.036e+00  7.394e-02   -41.066  < 2e-16 ***
DESTIN_GRID560  -5.766e-01  5.390e-02   -10.696  < 2e-16 ***
DESTIN_GRID561  -3.009e+00  8.251e-02   -36.467  < 2e-16 ***
DESTIN_GRID572  -1.315e+00  6.171e-02   -21.304  < 2e-16 ***
DESTIN_GRID573   4.108e-01  5.232e-02     7.852 4.08e-15 ***
DESTIN_GRID574  -1.465e+00  5.360e-02   -27.338  < 2e-16 ***
DESTIN_GRID575   1.151e+00  5.136e-02    22.403  < 2e-16 ***
DESTIN_GRID576  -1.522e+00  5.169e-02   -29.443  < 2e-16 ***
DESTIN_GRID578  -4.965e+00  1.103e-01   -45.013  < 2e-16 ***
DESTIN_GRID582  -3.188e+00  8.018e-02   -39.757  < 2e-16 ***
DESTIN_GRID583  -4.729e+00  1.914e-01   -24.711  < 2e-16 ***
DESTIN_GRID584  -1.605e+00  6.209e-02   -25.848  < 2e-16 ***
DESTIN_GRID593  -1.894e+00  5.712e-02   -33.162  < 2e-16 ***
DESTIN_GRID594  -5.892e-01  5.308e-02   -11.101  < 2e-16 ***
DESTIN_GRID595  -8.107e-01  5.164e-02   -15.698  < 2e-16 ***
DESTIN_GRID596  -1.349e+00  5.156e-02   -26.173  < 2e-16 ***
DESTIN_GRID597  -1.898e+00  5.356e-02   -35.434  < 2e-16 ***
DESTIN_GRID603  -2.746e+00  7.283e-02   -37.695  < 2e-16 ***
DESTIN_GRID604  -2.291e+00  7.152e-02   -32.037  < 2e-16 ***
DESTIN_GRID615  -1.516e+00  5.333e-02   -28.416  < 2e-16 ***
DESTIN_GRID616  -9.796e-01  5.206e-02   -18.819  < 2e-16 ***
DESTIN_GRID617  -2.140e+00  5.211e-02   -41.075  < 2e-16 ***
DESTIN_GRID618  -1.447e+00  5.169e-02   -28.001  < 2e-16 ***
DESTIN_GRID620  -1.420e+00  5.254e-02   -27.023  < 2e-16 ***
DESTIN_GRID637  -1.561e+00  5.244e-02   -29.765  < 2e-16 ***
DESTIN_GRID638  -1.422e+00  5.163e-02   -27.550  < 2e-16 ***
DESTIN_GRID657  -1.797e-01  5.181e-02    -3.469 0.000522 ***
DESTIN_GRID658  -8.457e-01  5.168e-02   -16.362  < 2e-16 ***
DESTIN_GRID659  -1.168e+00  5.165e-02   -22.615  < 2e-16 ***
DESTIN_GRID660  -5.273e-01  5.148e-02   -10.243  < 2e-16 ***
DESTIN_GRID662  -1.277e+00  5.266e-02   -24.245  < 2e-16 ***
DESTIN_GRID677  -9.443e-02  5.217e-02    -1.810 0.070321 .  
DESTIN_GRID678  -2.034e+00  5.316e-02   -38.266  < 2e-16 ***
DESTIN_GRID679  -5.188e-01  5.156e-02   -10.061  < 2e-16 ***
DESTIN_GRID680   8.946e-01  5.139e-02    17.406  < 2e-16 ***
DESTIN_GRID681  -2.839e+00  5.432e-02   -52.261  < 2e-16 ***
DESTIN_GRID699  -7.667e-01  5.211e-02   -14.714  < 2e-16 ***
DESTIN_GRID700  -1.129e+00  5.179e-02   -21.795  < 2e-16 ***
DESTIN_GRID701  -3.434e+00  5.490e-02   -62.547  < 2e-16 ***
DESTIN_GRID702  -8.271e-01  5.153e-02   -16.049  < 2e-16 ***
DESTIN_GRID704  -1.821e+00  5.248e-02   -34.693  < 2e-16 ***
DESTIN_GRID722  -1.769e+00  5.207e-02   -33.978  < 2e-16 ***
DESTIN_GRID725  -3.986e+00  5.767e-02   -69.110  < 2e-16 ***
DESTIN_GRID741  -1.434e-01  5.185e-02    -2.765 0.005687 ** 
DESTIN_GRID743  -3.603e+00  5.531e-02   -65.134  < 2e-16 ***
DESTIN_GRID744  -7.948e-01  5.155e-02   -15.419  < 2e-16 ***
DESTIN_GRID761   1.527e-01  5.203e-02     2.934 0.003349 ** 
DESTIN_GRID762  -1.848e+00  5.304e-02   -34.839  < 2e-16 ***
DESTIN_GRID763  -3.348e+00  5.504e-02   -60.837  < 2e-16 ***
DESTIN_GRID764  -2.722e-01  5.146e-02    -5.289 1.23e-07 ***
DESTIN_GRID765  -1.264e+00  5.223e-02   -24.205  < 2e-16 ***
DESTIN_GRID767  -1.415e+00  5.178e-02   -27.323  < 2e-16 ***
DESTIN_GRID772  -2.494e+00  6.406e-02   -38.940  < 2e-16 ***
DESTIN_GRID784  -3.233e+00  5.558e-02   -58.172  < 2e-16 ***
DESTIN_GRID785  -1.284e+00  5.163e-02   -24.878  < 2e-16 ***
DESTIN_GRID786  -1.256e+00  5.158e-02   -24.341  < 2e-16 ***
DESTIN_GRID787  -2.062e+00  5.248e-02   -39.296  < 2e-16 ***
DESTIN_GRID788  -3.272e+00  5.330e-02   -61.381  < 2e-16 ***
DESTIN_GRID789  -3.630e+00  5.410e-02   -67.089  < 2e-16 ***
DESTIN_GRID803  -1.080e+00  5.320e-02   -20.292  < 2e-16 ***
DESTIN_GRID804  -4.639e-01  5.172e-02    -8.971  < 2e-16 ***
DESTIN_GRID805   5.102e-01  5.142e-02     9.923  < 2e-16 ***
DESTIN_GRID806  -1.405e+00  5.165e-02   -27.204  < 2e-16 ***
DESTIN_GRID807  -1.286e+00  5.179e-02   -24.827  < 2e-16 ***
DESTIN_GRID808  -2.875e+00  5.427e-02   -52.974  < 2e-16 ***
DESTIN_GRID809  -1.565e+00  5.161e-02   -30.323  < 2e-16 ***
DESTIN_GRID810  -1.937e+00  5.198e-02   -37.265  < 2e-16 ***
DESTIN_GRID814  -1.465e+00  5.502e-02   -26.621  < 2e-16 ***
DESTIN_GRID824  -8.155e-01  5.309e-02   -15.361  < 2e-16 ***
DESTIN_GRID826  -1.085e+00  5.168e-02   -20.991  < 2e-16 ***
DESTIN_GRID827  -1.387e+00  5.172e-02   -26.812  < 2e-16 ***
DESTIN_GRID828  -1.167e+00  5.157e-02   -22.637  < 2e-16 ***
DESTIN_GRID829  -1.686e+00  5.193e-02   -32.476  < 2e-16 ***
DESTIN_GRID830  -3.033e+00  5.287e-02   -57.371  < 2e-16 ***
DESTIN_GRID831   3.474e-01  5.142e-02     6.756 1.42e-11 ***
DESTIN_GRID832  -5.185e-02  5.152e-02    -1.006 0.314213    
DESTIN_GRID835  -1.886e+00  5.529e-02   -34.114  < 2e-16 ***
DESTIN_GRID844  -1.092e+00  5.440e-02   -20.067  < 2e-16 ***
DESTIN_GRID846  -1.087e+00  5.180e-02   -20.984  < 2e-16 ***
DESTIN_GRID847  -3.338e-01  5.153e-02    -6.477 9.34e-11 ***
DESTIN_GRID848  -1.598e+00  5.173e-02   -30.891  < 2e-16 ***
DESTIN_GRID849  -2.308e+00  5.198e-02   -44.394  < 2e-16 ***
DESTIN_GRID850  -1.414e+00  5.163e-02   -27.384  < 2e-16 ***
DESTIN_GRID851  -1.901e+00  5.171e-02   -36.756  < 2e-16 ***
DESTIN_GRID852  -2.106e+00  5.199e-02   -40.502  < 2e-16 ***
DESTIN_GRID853  -9.505e-01  5.203e-02   -18.268  < 2e-16 ***
DESTIN_GRID854  -1.138e+00  5.322e-02   -21.393  < 2e-16 ***
DESTIN_GRID855  -2.136e+00  5.501e-02   -38.821  < 2e-16 ***
DESTIN_GRID856  -2.746e+00  5.994e-02   -45.813  < 2e-16 ***
DESTIN_GRID866  -3.559e-01  5.227e-02    -6.809 9.81e-12 ***
DESTIN_GRID867   2.024e-01  5.154e-02     3.926 8.62e-05 ***
DESTIN_GRID868  -1.902e-01  5.160e-02    -3.686 0.000228 ***
DESTIN_GRID869   6.098e-01  5.159e-02    11.820  < 2e-16 ***
DESTIN_GRID870   1.590e-01  5.142e-02     3.093 0.001982 ** 
DESTIN_GRID871   7.897e-02  5.150e-02     1.533 0.125177    
DESTIN_GRID872  -1.412e+00  5.164e-02   -27.341  < 2e-16 ***
DESTIN_GRID873  -1.880e+00  5.194e-02   -36.207  < 2e-16 ***
DESTIN_GRID874  -3.262e+00  5.303e-02   -61.523  < 2e-16 ***
DESTIN_GRID875  -2.604e+00  5.795e-02   -44.946  < 2e-16 ***
DESTIN_GRID876  -2.266e+00  5.449e-02   -41.582  < 2e-16 ***
DESTIN_GRID877  -1.589e+00  5.325e-02   -29.834  < 2e-16 ***
DESTIN_GRID887  -1.139e+00  5.208e-02   -21.874  < 2e-16 ***
DESTIN_GRID888  -2.358e+00  5.308e-02   -44.414  < 2e-16 ***
DESTIN_GRID889  -1.656e+00  5.287e-02   -31.313  < 2e-16 ***
DESTIN_GRID890  -7.217e-01  5.157e-02   -13.995  < 2e-16 ***
DESTIN_GRID891  -2.423e+00  5.348e-02   -45.311  < 2e-16 ***
DESTIN_GRID893  -1.029e+00  5.153e-02   -19.968  < 2e-16 ***
DESTIN_GRID894  -2.671e+00  5.254e-02   -50.838  < 2e-16 ***
DESTIN_GRID895  -1.457e+00  5.213e-02   -27.959  < 2e-16 ***
DESTIN_GRID896  -3.849e+00  6.046e-02   -63.669  < 2e-16 ***
DESTIN_GRID897  -3.843e+00  5.898e-02   -65.154  < 2e-16 ***
DESTIN_GRID898  -1.652e+00  5.387e-02   -30.662  < 2e-16 ***
DESTIN_GRID908  -2.440e-01  5.243e-02    -4.654 3.26e-06 ***
DESTIN_GRID909  -1.103e+00  5.170e-02   -21.341  < 2e-16 ***
DESTIN_GRID910  -2.135e+00  5.260e-02   -40.585  < 2e-16 ***
DESTIN_GRID911   7.110e-02  5.150e-02     1.381 0.167412    
DESTIN_GRID912  -1.644e+00  5.183e-02   -31.711  < 2e-16 ***
DESTIN_GRID915  -1.582e+00  5.167e-02   -30.622  < 2e-16 ***
DESTIN_GRID917  -2.059e-01  5.164e-02    -3.988 6.68e-05 ***
DESTIN_GRID918  -4.581e+00  6.435e-02   -71.184  < 2e-16 ***
DESTIN_GRID919  -2.823e+00  5.345e-02   -52.810  < 2e-16 ***
DESTIN_GRID928  -2.211e+00  5.427e-02   -40.750  < 2e-16 ***
DESTIN_GRID929  -1.293e+00  5.182e-02   -24.956  < 2e-16 ***
DESTIN_GRID930  -2.212e-02  5.147e-02    -0.430 0.667311    
DESTIN_GRID931  -1.590e+00  5.235e-02   -30.373  < 2e-16 ***
DESTIN_GRID932  -3.317e+00  5.666e-02   -58.537  < 2e-16 ***
DESTIN_GRID933  -1.232e+00  5.190e-02   -23.731  < 2e-16 ***
DESTIN_GRID934  -1.607e+00  5.192e-02   -30.953  < 2e-16 ***
DESTIN_GRID935   3.943e-01  5.141e-02     7.670 1.73e-14 ***
DESTIN_GRID938  -5.528e+00  1.578e-01   -35.044  < 2e-16 ***
DESTIN_GRID939   7.060e-01  5.149e-02    13.713  < 2e-16 ***
DESTIN_GRID940  -3.310e+00  5.480e-02   -60.400  < 2e-16 ***
DESTIN_GRID949  -1.835e+00  5.332e-02   -34.416  < 2e-16 ***
DESTIN_GRID950   1.818e-01  5.157e-02     3.525 0.000424 ***
DESTIN_GRID951   9.064e-01  5.141e-02    17.630  < 2e-16 ***
DESTIN_GRID952  -6.718e-01  5.189e-02   -12.946  < 2e-16 ***
DESTIN_GRID953  -1.182e+00  5.207e-02   -22.697  < 2e-16 ***
DESTIN_GRID954  -3.084e+00  5.395e-02   -57.166  < 2e-16 ***
DESTIN_GRID955  -2.648e-01  5.152e-02    -5.140 2.75e-07 ***
DESTIN_GRID956  -2.292e+00  5.215e-02   -43.941  < 2e-16 ***
DESTIN_GRID957  -2.123e+00  5.206e-02   -40.774  < 2e-16 ***
DESTIN_GRID959  -1.647e+00  5.495e-02   -29.968  < 2e-16 ***
DESTIN_GRID961  -2.200e+00  5.274e-02   -41.708  < 2e-16 ***
DESTIN_GRID962  -9.050e-02  5.162e-02    -1.753 0.079584 .  
DESTIN_GRID970  -7.384e-01  5.181e-02   -14.252  < 2e-16 ***
DESTIN_GRID971  -4.369e-01  5.153e-02    -8.478  < 2e-16 ***
DESTIN_GRID972  -1.253e+00  5.181e-02   -24.188  < 2e-16 ***
DESTIN_GRID974  -1.634e+00  5.235e-02   -31.208  < 2e-16 ***
DESTIN_GRID975  -2.936e+00  5.384e-02   -54.528  < 2e-16 ***
DESTIN_GRID976  -2.305e+00  5.243e-02   -43.969  < 2e-16 ***
DESTIN_GRID977  -1.874e+00  5.175e-02   -36.218  < 2e-16 ***
DESTIN_GRID978  -2.218e+00  5.244e-02   -42.295  < 2e-16 ***
DESTIN_GRID982  -2.793e+00  5.251e-02   -53.185  < 2e-16 ***
DESTIN_GRID983  -1.037e+01  1.001e+00   -10.353  < 2e-16 ***
DESTIN_GRID991  -3.820e-01  5.178e-02    -7.377 1.62e-13 ***
DESTIN_GRID992  -3.826e-01  5.165e-02    -7.408 1.28e-13 ***
DESTIN_GRID993  -1.909e+00  5.217e-02   -36.584  < 2e-16 ***
DESTIN_GRID994  -2.010e+00  5.266e-02   -38.170  < 2e-16 ***
DESTIN_GRID995  -1.266e+00  5.194e-02   -24.375  < 2e-16 ***
DESTIN_GRID996  -1.965e+00  5.254e-02   -37.408  < 2e-16 ***
DESTIN_GRID997  -1.726e+00  5.294e-02   -32.605  < 2e-16 ***
DESTIN_GRID998  -1.317e+00  5.170e-02   -25.467  < 2e-16 ***
DESTIN_GRID999  -2.401e+00  5.229e-02   -45.920  < 2e-16 ***
DESTIN_GRID1001 -1.458e+00  5.373e-02   -27.138  < 2e-16 ***
DESTIN_GRID1003  1.066e-01  5.147e-02     2.071 0.038370 *  
DESTIN_GRID1004 -1.144e+00  5.161e-02   -22.168  < 2e-16 ***
DESTIN_GRID1011 -9.656e-01  5.271e-02   -18.319  < 2e-16 ***
DESTIN_GRID1012  3.236e-01  5.176e-02     6.252 4.05e-10 ***
DESTIN_GRID1013 -7.124e-01  5.181e-02   -13.750  < 2e-16 ***
DESTIN_GRID1014 -2.547e+00  5.377e-02   -47.366  < 2e-16 ***
DESTIN_GRID1015  2.401e-02  5.154e-02     0.466 0.641294    
DESTIN_GRID1016  2.158e-01  5.148e-02     4.191 2.78e-05 ***
DESTIN_GRID1018 -2.217e+00  5.274e-02   -42.040  < 2e-16 ***
DESTIN_GRID1019 -1.270e+00  5.169e-02   -24.569  < 2e-16 ***
DESTIN_GRID1023 -2.249e+00  5.296e-02   -42.474  < 2e-16 ***
DESTIN_GRID1024 -1.264e+00  5.172e-02   -24.432  < 2e-16 ***
DESTIN_GRID1025 -6.038e+00  9.627e-02   -62.726  < 2e-16 ***
DESTIN_GRID1033 -5.120e-02  5.169e-02    -0.991 0.321889    
DESTIN_GRID1034  1.315e-01  5.155e-02     2.550 0.010764 *  
DESTIN_GRID1035  2.325e-02  5.156e-02     0.451 0.652020    
DESTIN_GRID1036  1.410e-01  5.153e-02     2.736 0.006222 ** 
DESTIN_GRID1037 -9.247e-01  5.171e-02   -17.881  < 2e-16 ***
DESTIN_GRID1043 -5.782e-01  5.242e-02   -11.031  < 2e-16 ***
DESTIN_GRID1045 -1.340e+00  5.168e-02   -25.924  < 2e-16 ***
DESTIN_GRID1046 -1.062e+00  5.168e-02   -20.551  < 2e-16 ***
DESTIN_GRID1053  5.597e-01  5.156e-02    10.856  < 2e-16 ***
DESTIN_GRID1054  1.423e-01  5.158e-02     2.758 0.005814 ** 
DESTIN_GRID1055 -1.128e+00  5.200e-02   -21.700  < 2e-16 ***
DESTIN_GRID1056 -1.582e+00  5.249e-02   -30.147  < 2e-16 ***
DESTIN_GRID1064 -3.849e+00  9.868e-02   -39.008  < 2e-16 ***
DESTIN_GRID1066 -5.284e-01  5.153e-02   -10.255  < 2e-16 ***
DESTIN_GRID1067 -5.943e-01  5.177e-02   -11.479  < 2e-16 ***
DESTIN_GRID1074 -1.593e+00  5.310e-02   -29.996  < 2e-16 ***
DESTIN_GRID1075  5.083e-03  5.170e-02     0.098 0.921682    
DESTIN_GRID1076 -8.288e-01  5.181e-02   -15.996  < 2e-16 ***
DESTIN_GRID1077 -1.424e+00  5.223e-02   -27.255  < 2e-16 ***
DESTIN_GRID1079 -4.450e-01  5.166e-02    -8.614  < 2e-16 ***
DESTIN_GRID1085 -2.240e+00  7.182e-02   -31.183  < 2e-16 ***
DESTIN_GRID1087 -1.275e+00  5.173e-02   -24.639  < 2e-16 ***
DESTIN_GRID1088 -8.593e-01  5.163e-02   -16.643  < 2e-16 ***
DESTIN_GRID1094 -3.367e+00  7.267e-02   -46.336  < 2e-16 ***
DESTIN_GRID1095 -8.145e-01  5.325e-02   -15.295  < 2e-16 ***
DESTIN_GRID1096 -3.981e-01  5.348e-02    -7.443 9.86e-14 ***
DESTIN_GRID1097  2.952e-01  5.151e-02     5.732 9.92e-09 ***
DESTIN_GRID1098 -2.529e+00  5.568e-02   -45.418  < 2e-16 ***
DESTIN_GRID1099 -1.184e+00  5.195e-02   -22.796  < 2e-16 ***
DESTIN_GRID1105  8.240e-01  5.210e-02    15.814  < 2e-16 ***
DESTIN_GRID1106 -4.444e+00  1.087e-01   -40.881  < 2e-16 ***
DESTIN_GRID1107 -9.795e-01  5.190e-02   -18.874  < 2e-16 ***
DESTIN_GRID1108  1.255e+00  5.142e-02    24.403  < 2e-16 ***
DESTIN_GRID1109 -3.029e+00  5.540e-02   -54.668  < 2e-16 ***
DESTIN_GRID1116 -6.607e-01  5.204e-02   -12.696  < 2e-16 ***
DESTIN_GRID1117 -1.740e-01  5.184e-02    -3.357 0.000788 ***
DESTIN_GRID1118 -2.225e+00  5.419e-02   -41.055  < 2e-16 ***
DESTIN_GRID1119 -1.566e+00  5.241e-02   -29.887  < 2e-16 ***
DESTIN_GRID1120 -2.096e+00  5.404e-02   -38.782  < 2e-16 ***
DESTIN_GRID1129 -1.813e+00  5.193e-02   -34.907  < 2e-16 ***
DESTIN_GRID1130 -1.107e+00  5.165e-02   -21.433  < 2e-16 ***
DESTIN_GRID1131  4.035e-01  5.163e-02     7.815 5.51e-15 ***
DESTIN_GRID1136  6.364e-01  5.156e-02    12.342  < 2e-16 ***
DESTIN_GRID1138 -1.849e+00  5.404e-02   -34.212  < 2e-16 ***
DESTIN_GRID1139 -9.868e-01  5.181e-02   -19.048  < 2e-16 ***
DESTIN_GRID1141 -1.091e+00  5.195e-02   -20.997  < 2e-16 ***
DESTIN_GRID1148 -2.137e+00  5.886e-02   -36.308  < 2e-16 ***
DESTIN_GRID1149 -2.265e+00  5.310e-02   -42.648  < 2e-16 ***
DESTIN_GRID1150 -1.804e+00  5.179e-02   -34.834  < 2e-16 ***
DESTIN_GRID1151 -1.085e+00  5.177e-02   -20.958  < 2e-16 ***
DESTIN_GRID1158 -1.420e+00  5.247e-02   -27.058  < 2e-16 ***
DESTIN_GRID1159 -1.302e+00  5.211e-02   -24.981  < 2e-16 ***
DESTIN_GRID1160  2.764e-01  5.151e-02     5.366 8.05e-08 ***
DESTIN_GRID1171 -8.314e-01  5.169e-02   -16.085  < 2e-16 ***
DESTIN_GRID1172  4.563e-01  5.146e-02     8.866  < 2e-16 ***
DESTIN_GRID1173 -1.076e-01  5.162e-02    -2.084 0.037183 *  
DESTIN_GRID1174 -2.315e+00  6.541e-02   -35.393  < 2e-16 ***
DESTIN_GRID1178  8.335e-01  5.147e-02    16.192  < 2e-16 ***
DESTIN_GRID1179 -1.933e-01  5.160e-02    -3.745 0.000180 ***
DESTIN_GRID1180 -1.419e-01  5.157e-02    -2.752 0.005918 ** 
DESTIN_GRID1181 -1.387e+00  5.207e-02   -26.642  < 2e-16 ***
DESTIN_GRID1183  2.276e-01  5.154e-02     4.416 1.00e-05 ***
DESTIN_GRID1190 -1.980e+00  5.741e-02   -34.494  < 2e-16 ***
DESTIN_GRID1192 -8.977e-01  5.164e-02   -17.383  < 2e-16 ***
DESTIN_GRID1193 -7.100e-01  5.165e-02   -13.747  < 2e-16 ***
DESTIN_GRID1194 -1.455e-01  5.172e-02    -2.813 0.004907 ** 
DESTIN_GRID1200 -5.113e-01  5.183e-02    -9.865  < 2e-16 ***
DESTIN_GRID1201 -8.594e-01  5.187e-02   -16.568  < 2e-16 ***
DESTIN_GRID1203 -8.588e-01  5.193e-02   -16.538  < 2e-16 ***
DESTIN_GRID1204 -1.150e+00  5.207e-02   -22.086  < 2e-16 ***
DESTIN_GRID1211 -5.437e+00  2.722e-01   -19.971  < 2e-16 ***
DESTIN_GRID1214 -1.778e+00  5.205e-02   -34.158  < 2e-16 ***
DESTIN_GRID1215 -1.441e+00  5.263e-02   -27.377  < 2e-16 ***
DESTIN_GRID1216 -6.013e-01  5.230e-02   -11.496  < 2e-16 ***
DESTIN_GRID1220 -3.524e-01  5.170e-02    -6.816 9.39e-12 ***
DESTIN_GRID1221  2.411e-01  5.151e-02     4.680 2.86e-06 ***
DESTIN_GRID1222 -1.066e+00  5.280e-02   -20.196  < 2e-16 ***
DESTIN_GRID1223 -1.431e+00  5.247e-02   -27.279  < 2e-16 ***
DESTIN_GRID1224 -9.000e-01  5.192e-02   -17.332  < 2e-16 ***
DESTIN_GRID1231 -3.450e+00  7.665e-02   -45.005  < 2e-16 ***
DESTIN_GRID1232 -1.536e+00  5.643e-02   -27.230  < 2e-16 ***
DESTIN_GRID1235 -1.028e+00  5.171e-02   -19.885  < 2e-16 ***
DESTIN_GRID1236 -1.043e+00  5.203e-02   -20.046  < 2e-16 ***
DESTIN_GRID1241 -1.710e+00  5.265e-02   -32.487  < 2e-16 ***
DESTIN_GRID1242 -1.196e+00  5.210e-02   -22.959  < 2e-16 ***
DESTIN_GRID1243 -6.389e-02  5.159e-02    -1.239 0.215524    
DESTIN_GRID1246 -1.214e+00  5.204e-02   -23.328  < 2e-16 ***
DESTIN_GRID1256 -1.729e+00  5.207e-02   -33.205  < 2e-16 ***
DESTIN_GRID1257 -6.924e-01  5.175e-02   -13.380  < 2e-16 ***
DESTIN_GRID1258  3.429e-01  5.164e-02     6.640 3.14e-11 ***
DESTIN_GRID1262 -1.983e+00  5.303e-02   -37.390  < 2e-16 ***
DESTIN_GRID1263  4.221e-01  5.147e-02     8.202 2.36e-16 ***
DESTIN_GRID1264 -4.768e-01  5.185e-02    -9.196  < 2e-16 ***
DESTIN_GRID1265 -5.908e-01  5.194e-02   -11.376  < 2e-16 ***
DESTIN_GRID1266 -4.711e-01  5.177e-02    -9.100  < 2e-16 ***
DESTIN_GRID1267 -1.965e+00  5.402e-02   -36.375  < 2e-16 ***
DESTIN_GRID1272 -5.600e+00  1.168e-01   -47.957  < 2e-16 ***
DESTIN_GRID1273 -5.959e-01  5.185e-02   -11.492  < 2e-16 ***
DESTIN_GRID1277 -4.032e-01  5.157e-02    -7.818 5.37e-15 ***
DESTIN_GRID1278 -7.588e-01  5.174e-02   -14.667  < 2e-16 ***
DESTIN_GRID1283  8.938e-01  5.146e-02    17.367  < 2e-16 ***
DESTIN_GRID1284  4.375e-01  5.150e-02     8.496  < 2e-16 ***
DESTIN_GRID1285  1.356e-01  5.155e-02     2.630 0.008534 ** 
DESTIN_GRID1286 -8.059e-01  5.220e-02   -15.440  < 2e-16 ***
DESTIN_GRID1289 -3.193e+00  6.331e-02   -50.440  < 2e-16 ***
DESTIN_GRID1293 -4.755e+00  9.107e-02   -52.220  < 2e-16 ***
DESTIN_GRID1294 -6.646e-01  5.208e-02   -12.762  < 2e-16 ***
DESTIN_GRID1295 -3.187e+00  5.673e-02   -56.176  < 2e-16 ***
DESTIN_GRID1298 -1.273e+00  5.183e-02   -24.559  < 2e-16 ***
DESTIN_GRID1299 -1.444e+00  5.210e-02   -27.721  < 2e-16 ***
DESTIN_GRID1304 -1.929e-01  5.167e-02    -3.733 0.000189 ***
DESTIN_GRID1305 -4.964e-02  5.152e-02    -0.963 0.335329    
DESTIN_GRID1307 -1.379e+00  5.434e-02   -25.387  < 2e-16 ***
DESTIN_GRID1308 -2.645e-01  5.164e-02    -5.122 3.02e-07 ***
DESTIN_GRID1310 -5.163e+00  1.722e-01   -29.975  < 2e-16 ***
DESTIN_GRID1316 -2.540e+00  5.366e-02   -47.342  < 2e-16 ***
DESTIN_GRID1317 -2.724e+00  5.311e-02   -51.282  < 2e-16 ***
DESTIN_GRID1318 -2.896e+00  5.397e-02   -53.660  < 2e-16 ***
DESTIN_GRID1319  9.315e-02  5.150e-02     1.808 0.070530 .  
DESTIN_GRID1320 -1.951e+00  5.299e-02   -36.826  < 2e-16 ***
DESTIN_GRID1324 -1.366e-01  5.394e-02    -2.532 0.011334 *  
DESTIN_GRID1325 -2.148e+00  5.330e-02   -40.305  < 2e-16 ***
DESTIN_GRID1326 -4.585e-01  5.165e-02    -8.878  < 2e-16 ***
DESTIN_GRID1327 -2.938e-01  5.161e-02    -5.692 1.25e-08 ***
DESTIN_GRID1328 -5.201e-01  5.176e-02   -10.048  < 2e-16 ***
DESTIN_GRID1329 -7.010e-01  5.212e-02   -13.451  < 2e-16 ***
DESTIN_GRID1330  6.016e-01  5.160e-02    11.659  < 2e-16 ***
DESTIN_GRID1331 -6.088e+00  2.722e-01   -22.369  < 2e-16 ***
DESTIN_GRID1333 -2.074e+00  5.376e-02   -38.572  < 2e-16 ***
DESTIN_GRID1334 -1.681e+00  5.298e-02   -31.728  < 2e-16 ***
DESTIN_GRID1335  7.014e-03  5.166e-02     0.136 0.892006    
DESTIN_GRID1336 -3.489e+00  6.890e-02   -50.635  < 2e-16 ***
DESTIN_GRID1337 -3.727e+00  6.131e-02   -60.789  < 2e-16 ***
DESTIN_GRID1338 -4.055e+00  5.872e-02   -69.058  < 2e-16 ***
DESTIN_GRID1339 -2.097e-01  5.152e-02    -4.071 4.67e-05 ***
DESTIN_GRID1340 -1.599e+00  5.216e-02   -30.656  < 2e-16 ***
DESTIN_GRID1341 -5.519e+00  1.072e-01   -51.466  < 2e-16 ***
DESTIN_GRID1346 -3.808e-01  5.183e-02    -7.347 2.03e-13 ***
DESTIN_GRID1347  7.767e-01  5.148e-02    15.085  < 2e-16 ***
DESTIN_GRID1348 -6.506e-01  5.177e-02   -12.568  < 2e-16 ***
DESTIN_GRID1349  3.101e-01  5.161e-02     6.008 1.87e-09 ***
DESTIN_GRID1350 -1.481e+00  5.308e-02   -27.908  < 2e-16 ***
DESTIN_GRID1353 -5.638e-01  5.173e-02   -10.899  < 2e-16 ***
DESTIN_GRID1354 -1.540e+00  5.234e-02   -29.431  < 2e-16 ***
DESTIN_GRID1355 -1.765e+00  5.253e-02   -33.607  < 2e-16 ***
DESTIN_GRID1357 -2.392e+00  5.475e-02   -43.688  < 2e-16 ***
DESTIN_GRID1358 -1.799e-01  5.151e-02    -3.492 0.000479 ***
DESTIN_GRID1359 -1.499e+00  5.174e-02   -28.979  < 2e-16 ***
DESTIN_GRID1360 -1.727e+00  5.185e-02   -33.305  < 2e-16 ***
DESTIN_GRID1361 -1.518e+00  5.215e-02   -29.118  < 2e-16 ***
DESTIN_GRID1362 -2.883e+00  5.828e-02   -49.463  < 2e-16 ***
DESTIN_GRID1368 -1.277e+00  5.206e-02   -24.530  < 2e-16 ***
DESTIN_GRID1369 -1.215e+00  5.203e-02   -23.346  < 2e-16 ***
DESTIN_GRID1370  4.769e-01  5.148e-02     9.265  < 2e-16 ***
DESTIN_GRID1371 -5.347e-01  5.185e-02   -10.311  < 2e-16 ***
DESTIN_GRID1372 -5.770e-01  5.181e-02   -11.139  < 2e-16 ***
DESTIN_GRID1373 -3.570e+00  6.174e-02   -57.824  < 2e-16 ***
DESTIN_GRID1374 -2.219e+00  5.326e-02   -41.658  < 2e-16 ***
DESTIN_GRID1375 -4.028e-01  5.185e-02    -7.767 8.01e-15 ***
DESTIN_GRID1376 -2.156e+00  5.389e-02   -39.998  < 2e-16 ***
DESTIN_GRID1379 -5.327e+00  8.579e-02   -62.094  < 2e-16 ***
DESTIN_GRID1380  4.468e-01  5.145e-02     8.684  < 2e-16 ***
DESTIN_GRID1381  5.977e-01  5.144e-02    11.621  < 2e-16 ***
DESTIN_GRID1382 -2.433e-01  5.158e-02    -4.718 2.39e-06 ***
DESTIN_GRID1383 -3.009e+00  5.485e-02   -54.865  < 2e-16 ***
DESTIN_GRID1388 -5.742e-01  5.174e-02   -11.097  < 2e-16 ***
DESTIN_GRID1389 -8.532e-01  5.184e-02   -16.459  < 2e-16 ***
DESTIN_GRID1390 -4.769e-01  5.177e-02    -9.213  < 2e-16 ***
DESTIN_GRID1391  2.335e-01  5.157e-02     4.528 5.95e-06 ***
DESTIN_GRID1392 -4.391e-01  5.259e-02    -8.351  < 2e-16 ***
DESTIN_GRID1393 -1.100e+00  5.199e-02   -21.161  < 2e-16 ***
DESTIN_GRID1394 -7.766e-01  5.172e-02   -15.014  < 2e-16 ***
DESTIN_GRID1395 -1.180e+00  5.185e-02   -22.758  < 2e-16 ***
DESTIN_GRID1396 -4.435e-01  5.162e-02    -8.592  < 2e-16 ***
DESTIN_GRID1397 -1.428e+00  5.194e-02   -27.495  < 2e-16 ***
DESTIN_GRID1398 -1.873e+00  5.334e-02   -35.119  < 2e-16 ***
DESTIN_GRID1400 -2.299e+00  5.247e-02   -43.806  < 2e-16 ***
DESTIN_GRID1401 -5.540e-01  5.149e-02   -10.760  < 2e-16 ***
DESTIN_GRID1402 -1.256e+00  5.166e-02   -24.321  < 2e-16 ***
DESTIN_GRID1404 -1.752e+00  5.598e-02   -31.297  < 2e-16 ***
DESTIN_GRID1410  4.149e-01  5.150e-02     8.057 7.80e-16 ***
DESTIN_GRID1411 -4.174e-01  5.180e-02    -8.058 7.78e-16 ***
DESTIN_GRID1412  1.809e-01  5.152e-02     3.511 0.000446 ***
DESTIN_GRID1413 -6.014e-01  5.174e-02   -11.623  < 2e-16 ***
DESTIN_GRID1414 -7.128e-01  5.169e-02   -13.790  < 2e-16 ***
DESTIN_GRID1415 -4.171e-01  5.164e-02    -8.077 6.62e-16 ***
DESTIN_GRID1416 -9.325e-01  5.181e-02   -17.997  < 2e-16 ***
DESTIN_GRID1417 -7.910e-01  5.163e-02   -15.319  < 2e-16 ***
DESTIN_GRID1418 -8.507e-01  5.167e-02   -16.465  < 2e-16 ***
DESTIN_GRID1419 -1.220e+00  5.189e-02   -23.505  < 2e-16 ***
DESTIN_GRID1422 -1.687e+00  5.174e-02   -32.612  < 2e-16 ***
DESTIN_GRID1423 -1.133e+00  5.164e-02   -21.937  < 2e-16 ***
DESTIN_GRID1430  1.501e-01  5.159e-02     2.910 0.003620 ** 
DESTIN_GRID1431  5.787e-01  5.148e-02    11.240  < 2e-16 ***
DESTIN_GRID1432  1.350e-01  5.152e-02     2.621 0.008760 ** 
DESTIN_GRID1433 -7.545e-01  5.219e-02   -14.457  < 2e-16 ***
DESTIN_GRID1434  2.766e-01  5.151e-02     5.369 7.91e-08 ***
DESTIN_GRID1435 -3.292e-01  5.156e-02    -6.385 1.71e-10 ***
DESTIN_GRID1436 -1.725e+00  5.243e-02   -32.894  < 2e-16 ***
DESTIN_GRID1437 -9.637e-01  5.172e-02   -18.631  < 2e-16 ***
DESTIN_GRID1438 -4.671e-01  5.153e-02    -9.065  < 2e-16 ***
DESTIN_GRID1439  3.198e-01  5.148e-02     6.213 5.21e-10 ***
DESTIN_GRID1440 -4.113e-01  5.174e-02    -7.950 1.87e-15 ***
DESTIN_GRID1442 -3.438e+00  5.420e-02   -63.432  < 2e-16 ***
DESTIN_GRID1443 -1.531e+00  5.170e-02   -29.608  < 2e-16 ***
DESTIN_GRID1444 -5.607e-01  5.173e-02   -10.840  < 2e-16 ***
DESTIN_GRID1452  8.118e-01  5.145e-02    15.778  < 2e-16 ***
DESTIN_GRID1453 -1.408e-02  5.159e-02    -0.273 0.784893    
DESTIN_GRID1454 -1.098e+00  5.258e-02   -20.873  < 2e-16 ***
DESTIN_GRID1455 -5.697e-01  5.183e-02   -10.991  < 2e-16 ***
DESTIN_GRID1456 -5.280e-01  5.167e-02   -10.219  < 2e-16 ***
DESTIN_GRID1457  2.822e-02  5.155e-02     0.547 0.584054    
DESTIN_GRID1458  9.517e-01  5.142e-02    18.508  < 2e-16 ***
DESTIN_GRID1459 -1.783e+00  5.198e-02   -34.301  < 2e-16 ***
DESTIN_GRID1460 -6.073e-01  5.154e-02   -11.781  < 2e-16 ***
DESTIN_GRID1461 -7.831e-01  5.178e-02   -15.123  < 2e-16 ***
DESTIN_GRID1464 -1.633e+00  5.183e-02   -31.511  < 2e-16 ***
DESTIN_GRID1465 -2.457e+00  5.244e-02   -46.850  < 2e-16 ***
DESTIN_GRID1472 -2.734e-01  5.185e-02    -5.272 1.35e-07 ***
DESTIN_GRID1473  6.758e-01  5.148e-02    13.127  < 2e-16 ***
DESTIN_GRID1474  4.266e-01  5.147e-02     8.289  < 2e-16 ***
DESTIN_GRID1475 -2.113e-03  5.154e-02    -0.041 0.967306    
DESTIN_GRID1476 -9.124e-01  5.182e-02   -17.606  < 2e-16 ***
DESTIN_GRID1477  8.931e-01  5.141e-02    17.370  < 2e-16 ***
DESTIN_GRID1478 -7.648e-01  5.160e-02   -14.821  < 2e-16 ***
DESTIN_GRID1479 -1.595e+00  5.186e-02   -30.753  < 2e-16 ***
DESTIN_GRID1480  7.014e-01  5.142e-02    13.640  < 2e-16 ***
DESTIN_GRID1481 -9.949e-01  5.178e-02   -19.213  < 2e-16 ***
DESTIN_GRID1482  1.671e-01  5.160e-02     3.239 0.001201 ** 
DESTIN_GRID1485 -2.946e+00  5.287e-02   -55.724  < 2e-16 ***
DESTIN_GRID1494  4.452e-01  5.153e-02     8.640  < 2e-16 ***
DESTIN_GRID1495 -3.962e-01  5.167e-02    -7.669 1.73e-14 ***
DESTIN_GRID1496  4.220e-01  5.147e-02     8.198 2.44e-16 ***
DESTIN_GRID1497 -9.585e-01  5.188e-02   -18.476  < 2e-16 ***
DESTIN_GRID1498 -7.843e-01  5.172e-02   -15.164  < 2e-16 ***
DESTIN_GRID1499 -5.354e-01  5.154e-02   -10.387  < 2e-16 ***
DESTIN_GRID1500 -9.712e-01  5.199e-02   -18.682  < 2e-16 ***
DESTIN_GRID1501 -3.035e-01  5.151e-02    -5.892 3.83e-09 ***
DESTIN_GRID1502 -3.759e-01  5.153e-02    -7.295 2.99e-13 ***
DESTIN_GRID1506 -4.869e+00  8.301e-02   -58.662  < 2e-16 ***
DESTIN_GRID1514 -6.164e+00  7.091e-01    -8.692  < 2e-16 ***
DESTIN_GRID1515 -4.065e-01  5.296e-02    -7.675 1.65e-14 ***
DESTIN_GRID1516  4.791e-01  5.147e-02     9.308  < 2e-16 ***
DESTIN_GRID1517 -4.214e-01  5.176e-02    -8.142 3.89e-16 ***
DESTIN_GRID1518 -1.316e+00  5.197e-02   -25.321  < 2e-16 ***
DESTIN_GRID1519 -1.118e+00  5.194e-02   -21.515  < 2e-16 ***
DESTIN_GRID1520 -7.927e-01  5.162e-02   -15.356  < 2e-16 ***
DESTIN_GRID1521 -1.418e+00  5.189e-02   -27.319  < 2e-16 ***
DESTIN_GRID1522 -6.472e-01  5.159e-02   -12.546  < 2e-16 ***
DESTIN_GRID1523  8.026e-01  5.153e-02    15.576  < 2e-16 ***
DESTIN_GRID1524 -1.685e+00  5.264e-02   -31.999  < 2e-16 ***
DESTIN_GRID1527 -4.193e+00  6.046e-02   -69.354  < 2e-16 ***
DESTIN_GRID1535 -9.116e-01  7.854e-02   -11.607  < 2e-16 ***
DESTIN_GRID1536 -1.854e+00  5.705e-02   -32.499  < 2e-16 ***
DESTIN_GRID1537 -9.211e-03  5.169e-02    -0.178 0.858555    
DESTIN_GRID1538 -2.376e-01  5.160e-02    -4.604 4.14e-06 ***
DESTIN_GRID1539 -3.107e-01  5.155e-02    -6.027 1.67e-09 ***
DESTIN_GRID1540 -1.079e+00  5.170e-02   -20.863  < 2e-16 ***
DESTIN_GRID1541 -1.394e-01  5.178e-02    -2.693 0.007087 ** 
DESTIN_GRID1542 -1.214e+00  5.214e-02   -23.284  < 2e-16 ***
DESTIN_GRID1543 -1.602e+00  5.795e-02   -27.640  < 2e-16 ***
DESTIN_GRID1544 -1.308e+00  5.213e-02   -25.082  < 2e-16 ***
DESTIN_GRID1547 -2.180e+00  5.361e-02   -40.662  < 2e-16 ***
DESTIN_GRID1556 -1.483e+00  8.746e-02   -16.957  < 2e-16 ***
DESTIN_GRID1557 -1.281e+00  5.406e-02   -23.704  < 2e-16 ***
DESTIN_GRID1558 -3.610e-01  5.280e-02    -6.838 8.04e-12 ***
DESTIN_GRID1559  2.535e-01  5.149e-02     4.922 8.56e-07 ***
DESTIN_GRID1560  1.730e-01  5.149e-02     3.360 0.000781 ***
DESTIN_GRID1561 -7.602e-01  5.178e-02   -14.681  < 2e-16 ***
DESTIN_GRID1562 -2.820e+00  5.388e-02   -52.343  < 2e-16 ***
DESTIN_GRID1563 -1.879e+00  5.217e-02   -36.014  < 2e-16 ***
DESTIN_GRID1564 -1.584e+00  5.202e-02   -30.460  < 2e-16 ***
DESTIN_GRID1565 -9.769e-01  5.175e-02   -18.878  < 2e-16 ***
DESTIN_GRID1566 -2.750e+00  5.393e-02   -50.994  < 2e-16 ***
DESTIN_GRID1567 -2.594e+00  5.429e-02   -47.789  < 2e-16 ***
DESTIN_GRID1568 -1.584e+00  5.262e-02   -30.106  < 2e-16 ***
DESTIN_GRID1578 -1.475e+00  1.071e-01   -13.778  < 2e-16 ***
DESTIN_GRID1580 -2.548e+00  5.665e-02   -44.974  < 2e-16 ***
DESTIN_GRID1581 -2.404e-01  5.157e-02    -4.662 3.13e-06 ***
DESTIN_GRID1582 -1.181e-01  5.150e-02    -2.292 0.021879 *  
DESTIN_GRID1583 -2.020e+00  5.505e-02   -36.696  < 2e-16 ***
DESTIN_GRID1584 -1.835e+00  5.272e-02   -34.808  < 2e-16 ***
DESTIN_GRID1585 -1.232e+00  5.193e-02   -23.731  < 2e-16 ***
DESTIN_GRID1586 -7.262e-01  5.165e-02   -14.060  < 2e-16 ***
DESTIN_GRID1589 -2.274e+00  5.303e-02   -42.883  < 2e-16 ***
DESTIN_GRID1590 -1.739e+00  5.306e-02   -32.781  < 2e-16 ***
DESTIN_GRID1600 -7.707e-01  5.333e-02   -14.452  < 2e-16 ***
DESTIN_GRID1601 -1.220e+00  5.184e-02   -23.525  < 2e-16 ***
DESTIN_GRID1602 -8.154e-01  5.176e-02   -15.753  < 2e-16 ***
DESTIN_GRID1603  2.477e-01  5.150e-02     4.809 1.51e-06 ***
DESTIN_GRID1604 -2.079e+00  5.241e-02   -39.659  < 2e-16 ***
DESTIN_GRID1605 -9.485e-01  5.166e-02   -18.361  < 2e-16 ***
DESTIN_GRID1606 -1.706e+00  5.298e-02   -32.206  < 2e-16 ***
DESTIN_GRID1607 -4.924e-01  5.154e-02    -9.554  < 2e-16 ***
DESTIN_GRID1608 -1.251e+00  5.176e-02   -24.178  < 2e-16 ***
DESTIN_GRID1609 -5.098e-01  5.161e-02    -9.877  < 2e-16 ***
DESTIN_GRID1610 -2.633e+00  5.745e-02   -45.836  < 2e-16 ***
DESTIN_GRID1622 -5.762e-01  5.259e-02   -10.956  < 2e-16 ***
DESTIN_GRID1623 -1.622e-01  5.152e-02    -3.148 0.001642 ** 
DESTIN_GRID1624  3.553e-01  5.150e-02     6.899 5.24e-12 ***
DESTIN_GRID1625 -5.541e-01  5.165e-02   -10.728  < 2e-16 ***
DESTIN_GRID1626  1.160e+00  5.141e-02    22.559  < 2e-16 ***
DESTIN_GRID1627 -2.012e+00  5.211e-02   -38.618  < 2e-16 ***
DESTIN_GRID1628  5.820e-02  5.148e-02     1.130 0.258281    
DESTIN_GRID1629 -3.015e+00  5.345e-02   -56.411  < 2e-16 ***
DESTIN_GRID1630 -2.569e+00  5.260e-02   -48.845  < 2e-16 ***
DESTIN_GRID1631 -2.834e+00  5.414e-02   -52.334  < 2e-16 ***
DESTIN_GRID1642 -2.991e+00  5.997e-02   -49.875  < 2e-16 ***
DESTIN_GRID1643 -6.638e-01  5.167e-02   -12.848  < 2e-16 ***
DESTIN_GRID1644 -6.226e-01  5.187e-02   -12.001  < 2e-16 ***
DESTIN_GRID1645 -8.342e-01  5.172e-02   -16.128  < 2e-16 ***
DESTIN_GRID1646 -6.069e-01  5.193e-02   -11.687  < 2e-16 ***
DESTIN_GRID1647 -1.308e+00  5.171e-02   -25.286  < 2e-16 ***
DESTIN_GRID1648 -1.223e+00  5.166e-02   -23.674  < 2e-16 ***
DESTIN_GRID1649 -6.605e-01  5.153e-02   -12.819  < 2e-16 ***
DESTIN_GRID1650 -1.552e+00  5.187e-02   -29.909  < 2e-16 ***
DESTIN_GRID1664 -4.896e+00  1.143e-01   -42.826  < 2e-16 ***
DESTIN_GRID1665 -6.283e-02  5.151e-02    -1.220 0.222545    
DESTIN_GRID1666 -3.207e-02  5.151e-02    -0.623 0.533489    
DESTIN_GRID1667 -9.746e-01  5.334e-02   -18.270  < 2e-16 ***
DESTIN_GRID1668 -1.252e+00  5.178e-02   -24.188  < 2e-16 ***
DESTIN_GRID1670 -8.224e-01  5.155e-02   -15.954  < 2e-16 ***
DESTIN_GRID1671 -1.269e+00  5.243e-02   -24.201  < 2e-16 ***
DESTIN_GRID1672 -2.352e+00  5.273e-02   -44.601  < 2e-16 ***
DESTIN_GRID1684 -4.447e-01  5.212e-02    -8.533  < 2e-16 ***
DESTIN_GRID1685 -1.505e+00  5.208e-02   -28.890  < 2e-16 ***
DESTIN_GRID1686 -6.818e-01  5.165e-02   -13.202  < 2e-16 ***
DESTIN_GRID1687 -4.568e-01  5.178e-02    -8.822  < 2e-16 ***
DESTIN_GRID1688 -1.225e+00  5.179e-02   -23.650  < 2e-16 ***
DESTIN_GRID1689 -2.054e+00  5.230e-02   -39.273  < 2e-16 ***
DESTIN_GRID1690 -2.702e+00  5.292e-02   -51.058  < 2e-16 ***
DESTIN_GRID1691 -7.812e-01  5.154e-02   -15.156  < 2e-16 ***
DESTIN_GRID1692 -2.788e+00  5.325e-02   -52.363  < 2e-16 ***
DESTIN_GRID1706 -8.291e-01  5.191e-02   -15.972  < 2e-16 ***
DESTIN_GRID1707 -1.551e+00  5.197e-02   -29.844  < 2e-16 ***
DESTIN_GRID1708 -9.595e-01  5.173e-02   -18.549  < 2e-16 ***
DESTIN_GRID1709 -2.687e-01  5.156e-02    -5.213 1.86e-07 ***
DESTIN_GRID1710 -4.813e-01  5.159e-02    -9.328  < 2e-16 ***
DESTIN_GRID1711  8.888e-02  5.148e-02     1.727 0.084242 .  
DESTIN_GRID1712 -7.826e-01  5.153e-02   -15.187  < 2e-16 ***
DESTIN_GRID1713 -3.275e+00  5.365e-02   -61.055  < 2e-16 ***
DESTIN_GRID1714 -1.901e+00  5.202e-02   -36.535  < 2e-16 ***
DESTIN_GRID1727 -3.421e-01  5.164e-02    -6.624 3.49e-11 ***
DESTIN_GRID1728 -2.740e-01  5.154e-02    -5.316 1.06e-07 ***
DESTIN_GRID1729 -1.596e-01  5.153e-02    -3.097 0.001957 ** 
DESTIN_GRID1730 -1.329e+00  5.204e-02   -25.528  < 2e-16 ***
DESTIN_GRID1731 -3.559e-01  5.154e-02    -6.905 5.03e-12 ***
DESTIN_GRID1732 -9.852e-01  5.157e-02   -19.104  < 2e-16 ***
DESTIN_GRID1733 -2.138e+00  5.197e-02   -41.147  < 2e-16 ***
DESTIN_GRID1734 -9.955e-01  5.158e-02   -19.300  < 2e-16 ***
DESTIN_GRID1735 -1.648e+00  5.320e-02   -30.986  < 2e-16 ***
DESTIN_GRID1748 -1.360e+00  5.212e-02   -26.093  < 2e-16 ***
DESTIN_GRID1749 -8.143e-02  5.150e-02    -1.581 0.113845    
DESTIN_GRID1750 -1.785e-01  5.152e-02    -3.465 0.000530 ***
DESTIN_GRID1751 -7.031e-01  5.173e-02   -13.592  < 2e-16 ***
DESTIN_GRID1753 -4.985e-01  5.155e-02    -9.671  < 2e-16 ***
DESTIN_GRID1754  4.211e-01  5.143e-02     8.187 2.67e-16 ***
DESTIN_GRID1755 -4.118e-01  5.148e-02    -8.000 1.25e-15 ***
DESTIN_GRID1756 -1.472e+00  5.166e-02   -28.502  < 2e-16 ***
DESTIN_GRID1757 -3.883e+00  5.613e-02   -69.174  < 2e-16 ***
DESTIN_GRID1769 -6.948e-01  5.170e-02   -13.439  < 2e-16 ***
DESTIN_GRID1770 -1.007e+00  5.177e-02   -19.444  < 2e-16 ***
DESTIN_GRID1771 -6.161e-02  5.159e-02    -1.194 0.232356    
DESTIN_GRID1772  8.903e-01  5.184e-02    17.172  < 2e-16 ***
DESTIN_GRID1774 -1.602e+00  5.179e-02   -30.922  < 2e-16 ***
DESTIN_GRID1775 -2.047e+00  5.191e-02   -39.426  < 2e-16 ***
DESTIN_GRID1776  1.752e-01  5.144e-02     3.407 0.000658 ***
DESTIN_GRID1777 -1.989e+00  5.188e-02   -38.328  < 2e-16 ***
DESTIN_GRID1778 -2.898e+00  5.550e-02   -52.217  < 2e-16 ***
DESTIN_GRID1790 -1.192e-02  5.159e-02    -0.231 0.817266    
DESTIN_GRID1791 -5.056e-01  5.166e-02    -9.788  < 2e-16 ***
DESTIN_GRID1792 -4.585e-01  5.181e-02    -8.851  < 2e-16 ***
DESTIN_GRID1793 -4.980e-01  5.166e-02    -9.640  < 2e-16 ***
DESTIN_GRID1794  1.167e+00  5.191e-02    22.480  < 2e-16 ***
DESTIN_GRID1795 -3.094e+00  5.552e-02   -55.726  < 2e-16 ***
DESTIN_GRID1796 -9.969e-01  5.163e-02   -19.311  < 2e-16 ***
DESTIN_GRID1797 -1.347e+00  5.163e-02   -26.083  < 2e-16 ***
DESTIN_GRID1798 -1.316e+00  5.162e-02   -25.505  < 2e-16 ***
DESTIN_GRID1799 -2.273e+00  5.215e-02   -43.581  < 2e-16 ***
DESTIN_GRID1800 -4.061e+00  7.323e-02   -55.452  < 2e-16 ***
DESTIN_GRID1811 -1.078e+00  5.191e-02   -20.758  < 2e-16 ***
DESTIN_GRID1812  3.537e-01  5.146e-02     6.874 6.26e-12 ***
DESTIN_GRID1813  4.913e-01  5.146e-02     9.547  < 2e-16 ***
DESTIN_GRID1817 -2.633e+00  5.275e-02   -49.907  < 2e-16 ***
DESTIN_GRID1818 -1.741e+00  5.169e-02   -33.688  < 2e-16 ***
DESTIN_GRID1819  5.056e-03  5.145e-02     0.098 0.921721    
DESTIN_GRID1820 -4.696e+00  6.791e-02   -69.143  < 2e-16 ***
DESTIN_GRID1832  2.942e-01  5.152e-02     5.711 1.12e-08 ***
DESTIN_GRID1833 -1.140e+00  5.182e-02   -21.996  < 2e-16 ***
DESTIN_GRID1834 -1.174e+00  5.177e-02   -22.669  < 2e-16 ***
DESTIN_GRID1835 -1.115e+00  5.189e-02   -21.480  < 2e-16 ***
DESTIN_GRID1837 -1.289e+00  5.313e-02   -24.263  < 2e-16 ***
DESTIN_GRID1839 -2.769e+00  5.277e-02   -52.482  < 2e-16 ***
DESTIN_GRID1840  4.079e-02  5.146e-02     0.793 0.427949    
DESTIN_GRID1841 -3.658e+00  5.661e-02   -64.617  < 2e-16 ***
DESTIN_GRID1842 -1.258e+00  5.394e-02   -23.318  < 2e-16 ***
DESTIN_GRID1853 -7.000e-01  5.167e-02   -13.549  < 2e-16 ***
DESTIN_GRID1854 -4.851e-01  5.161e-02    -9.401  < 2e-16 ***
DESTIN_GRID1855 -1.083e-01  5.155e-02    -2.101 0.035682 *  
DESTIN_GRID1858 -1.444e-01  5.202e-02    -2.776 0.005500 ** 
DESTIN_GRID1860 -2.004e+00  5.457e-02   -36.720  < 2e-16 ***
DESTIN_GRID1861 -1.536e+00  5.171e-02   -29.709  < 2e-16 ***
DESTIN_GRID1874 -1.104e+00  5.220e-02   -21.153  < 2e-16 ***
DESTIN_GRID1875 -2.816e+00  5.524e-02   -50.972  < 2e-16 ***
DESTIN_GRID1876 -1.533e+00  5.573e-02   -27.512  < 2e-16 ***
DESTIN_GRID1877 -3.026e-01  5.158e-02    -5.867 4.44e-09 ***
DESTIN_GRID1880 -1.096e+00  5.323e-02   -20.585  < 2e-16 ***
DESTIN_GRID1882 -1.576e+00  5.174e-02   -30.458  < 2e-16 ***
DESTIN_GRID1883 -2.566e+00  5.472e-02   -46.881  < 2e-16 ***
DESTIN_GRID1895 -2.901e-01  5.161e-02    -5.622 1.89e-08 ***
DESTIN_GRID1896 -1.386e+00  5.193e-02   -26.695  < 2e-16 ***
DESTIN_GRID1897 -2.067e+00  5.262e-02   -39.276  < 2e-16 ***
DESTIN_GRID1898 -2.644e+00  5.718e-02   -46.239  < 2e-16 ***
DESTIN_GRID1901 -1.608e+00  5.517e-02   -29.142  < 2e-16 ***
DESTIN_GRID1903 -3.012e+00  5.408e-02   -55.696  < 2e-16 ***
DESTIN_GRID1917 -1.516e+00  5.213e-02   -29.079  < 2e-16 ***
DESTIN_GRID1918 -3.006e-01  5.174e-02    -5.810 6.26e-09 ***
DESTIN_GRID1919 -1.690e-01  5.156e-02    -3.278 0.001044 ** 
DESTIN_GRID1922 -3.794e-01  5.243e-02    -7.237 4.60e-13 ***
DESTIN_GRID1924 -3.154e+00  5.511e-02   -57.239  < 2e-16 ***
DESTIN_GRID1937 -9.020e-01  5.190e-02   -17.380  < 2e-16 ***
DESTIN_GRID1938 -1.173e-01  5.155e-02    -2.276 0.022826 *  
DESTIN_GRID1939 -1.235e+00  5.199e-02   -23.763  < 2e-16 ***
DESTIN_GRID1942 -1.733e+00  5.470e-02   -31.678  < 2e-16 ***
DESTIN_GRID1959 -1.322e+00  5.220e-02   -25.332  < 2e-16 ***
DESTIN_GRID1960  1.063e+00  5.142e-02    20.679  < 2e-16 ***
DESTIN_GRID1961 -1.529e+00  5.223e-02   -29.273  < 2e-16 ***
DESTIN_GRID1962 -7.013e-01  5.170e-02   -13.564  < 2e-16 ***
DESTIN_GRID1964 -7.052e-02  5.255e-02    -1.342 0.179626    
DESTIN_GRID1979 -9.039e-01  5.200e-02   -17.382  < 2e-16 ***
DESTIN_GRID1980 -1.151e+00  5.179e-02   -22.226  < 2e-16 ***
DESTIN_GRID1981 -1.180e+00  5.183e-02   -22.775  < 2e-16 ***
DESTIN_GRID1982 -5.597e-01  5.184e-02   -10.796  < 2e-16 ***
DESTIN_GRID1983 -8.284e-01  5.171e-02   -16.019  < 2e-16 ***
DESTIN_GRID1984 -7.436e-01  5.173e-02   -14.375  < 2e-16 ***
DESTIN_GRID1985 -6.043e-01  5.168e-02   -11.692  < 2e-16 ***
DESTIN_GRID2001 -8.561e-01  5.177e-02   -16.537  < 2e-16 ***
DESTIN_GRID2002 -7.311e-01  5.160e-02   -14.168  < 2e-16 ***
DESTIN_GRID2003 -1.557e-01  5.154e-02    -3.021 0.002516 ** 
DESTIN_GRID2004  2.590e-02  5.152e-02     0.503 0.615133    
DESTIN_GRID2005 -1.009e+00  5.176e-02   -19.497  < 2e-16 ***
DESTIN_GRID2006 -1.483e-01  5.157e-02    -2.875 0.004043 ** 
DESTIN_GRID2007 -3.547e+00  5.945e-02   -59.664  < 2e-16 ***
DESTIN_GRID2022 -3.300e-01  5.177e-02    -6.374 1.84e-10 ***
DESTIN_GRID2023 -2.919e-01  5.156e-02    -5.662 1.50e-08 ***
DESTIN_GRID2024 -1.575e-02  5.150e-02    -0.306 0.759756    
DESTIN_GRID2025 -1.317e+00  5.176e-02   -25.441  < 2e-16 ***
DESTIN_GRID2026 -2.028e+00  5.266e-02   -38.511  < 2e-16 ***
DESTIN_GRID2027 -6.857e-02  5.155e-02    -1.330 0.183425    
DESTIN_GRID2043 -1.736e+00  5.257e-02   -33.011  < 2e-16 ***
DESTIN_GRID2044 -7.876e-01  5.168e-02   -15.242  < 2e-16 ***
DESTIN_GRID2045 -1.480e+00  5.269e-02   -28.086  < 2e-16 ***
DESTIN_GRID2046 -3.213e-02  5.148e-02    -0.624 0.532582    
DESTIN_GRID2047 -1.895e+00  5.216e-02   -36.326  < 2e-16 ***
DESTIN_GRID2048 -1.678e+00  5.206e-02   -32.230  < 2e-16 ***
DESTIN_GRID2049 -3.503e+00  5.849e-02   -59.896  < 2e-16 ***
DESTIN_GRID2064 -9.463e-01  5.183e-02   -18.256  < 2e-16 ***
DESTIN_GRID2065 -1.118e+00  5.184e-02   -21.559  < 2e-16 ***
DESTIN_GRID2066 -3.285e+00  6.078e-02   -54.048  < 2e-16 ***
DESTIN_GRID2067  1.506e+00  5.141e-02    29.300  < 2e-16 ***
DESTIN_GRID2068 -1.947e+00  5.303e-02   -36.720  < 2e-16 ***
DESTIN_GRID2069 -1.433e+00  5.203e-02   -27.538  < 2e-16 ***
DESTIN_GRID2085 -8.209e-01  5.188e-02   -15.822  < 2e-16 ***
DESTIN_GRID2086  5.518e-01  5.149e-02    10.716  < 2e-16 ***
DESTIN_GRID2087  2.204e-01  5.151e-02     4.278 1.89e-05 ***
DESTIN_GRID2088 -9.762e-01  5.166e-02   -18.894  < 2e-16 ***
DESTIN_GRID2089 -1.530e+00  5.212e-02   -29.345  < 2e-16 ***
DESTIN_GRID2090  1.167e+00  5.143e-02    22.701  < 2e-16 ***
DESTIN_GRID2091 -4.324e+00  8.532e-02   -50.685  < 2e-16 ***
DESTIN_GRID2105 -1.730e+00  8.288e-02   -20.873  < 2e-16 ***
DESTIN_GRID2106 -2.387e+00  5.355e-02   -44.574  < 2e-16 ***
DESTIN_GRID2107  4.991e-01  5.149e-02     9.693  < 2e-16 ***
DESTIN_GRID2108  5.278e-02  5.157e-02     1.024 0.306020    
DESTIN_GRID2109 -1.369e+00  5.177e-02   -26.441  < 2e-16 ***
DESTIN_GRID2110 -2.123e+00  5.266e-02   -40.312  < 2e-16 ***
DESTIN_GRID2111 -3.306e+00  6.131e-02   -53.928  < 2e-16 ***
DESTIN_GRID2128 -6.382e-01  5.203e-02   -12.267  < 2e-16 ***
DESTIN_GRID2129 -8.214e-01  5.232e-02   -15.700  < 2e-16 ***
DESTIN_GRID2130 -7.682e-01  5.164e-02   -14.877  < 2e-16 ***
DESTIN_GRID2131 -8.001e-01  5.183e-02   -15.435  < 2e-16 ***
DESTIN_GRID2132 -1.358e+00  5.190e-02   -26.160  < 2e-16 ***
DESTIN_GRID2148 -1.368e+00  5.343e-02   -25.609  < 2e-16 ***
DESTIN_GRID2149 -1.470e+00  5.252e-02   -27.991  < 2e-16 ***
DESTIN_GRID2150 -1.104e+00  5.201e-02   -21.225  < 2e-16 ***
DESTIN_GRID2151  5.889e-01  5.145e-02    11.446  < 2e-16 ***
DESTIN_GRID2152 -3.866e-01  5.161e-02    -7.490 6.87e-14 ***
DESTIN_GRID2153 -1.696e+00  5.259e-02   -32.243  < 2e-16 ***
DESTIN_GRID2171 -1.848e-01  5.165e-02    -3.578 0.000347 ***
DESTIN_GRID2172 -1.854e+00  5.253e-02   -35.289  < 2e-16 ***
DESTIN_GRID2173 -1.475e+00  5.188e-02   -28.425  < 2e-16 ***
DESTIN_GRID2174 -8.186e-01  5.178e-02   -15.808  < 2e-16 ***
DESTIN_GRID2191  8.888e-02  5.190e-02     1.713 0.086778 .  
DESTIN_GRID2192 -1.302e+00  5.250e-02   -24.804  < 2e-16 ***
DESTIN_GRID2193 -6.392e-01  5.175e-02   -12.351  < 2e-16 ***
DESTIN_GRID2194 -6.899e-01  5.168e-02   -13.351  < 2e-16 ***
DESTIN_GRID2195 -2.654e+00  6.297e-02   -42.155  < 2e-16 ***
DESTIN_GRID2212  8.301e-02  5.301e-02     1.566 0.117403    
DESTIN_GRID2213 -2.473e-01  5.201e-02    -4.755 1.99e-06 ***
DESTIN_GRID2214  4.099e-01  5.190e-02     7.899 2.82e-15 ***
DESTIN_GRID2215 -1.259e+00  5.224e-02   -24.100  < 2e-16 ***
DESTIN_GRID2216 -4.085e-01  5.172e-02    -7.898 2.83e-15 ***
DESTIN_GRID2233  4.418e-01  5.231e-02     8.447  < 2e-16 ***
DESTIN_GRID2234  9.850e-01  5.204e-02    18.926  < 2e-16 ***
DESTIN_GRID2235 -3.566e-01  5.214e-02    -6.840 7.91e-12 ***
DESTIN_GRID2236 -1.874e+00  5.316e-02   -35.259  < 2e-16 ***
DESTIN_GRID2237 -3.641e-01  5.266e-02    -6.915 4.68e-12 ***
DESTIN_GRID2256 -1.433e-01  5.281e-02    -2.713 0.006665 ** 
DESTIN_GRID2257 -2.614e+00  5.792e-02   -45.136  < 2e-16 ***
DESTIN_GRID2258 -6.010e-01  5.189e-02   -11.582  < 2e-16 ***
DESTIN_GRID2259  4.511e-01  5.241e-02     8.607  < 2e-16 ***
DESTIN_GRID2277 -1.435e+00  5.754e-02   -24.938  < 2e-16 ***
DESTIN_GRID2278 -1.179e+00  5.397e-02   -21.840  < 2e-16 ***
DESTIN_GRID2279 -4.025e-01  5.191e-02    -7.753 8.96e-15 ***
DESTIN_GRID2280 -1.676e+00  6.048e-02   -27.712  < 2e-16 ***
DESTIN_GRID2297 -1.664e+00  5.472e-02   -30.411  < 2e-16 ***
DESTIN_GRID2300 -1.416e+00  5.539e-02   -25.571  < 2e-16 ***
DESTIN_GRID2301 -6.999e-01  5.232e-02   -13.376  < 2e-16 ***
DESTIN_GRID2318  7.186e-01  5.167e-02    13.908  < 2e-16 ***
DESTIN_GRID2319  7.175e-01  5.164e-02    13.896  < 2e-16 ***
DESTIN_GRID2322 -2.605e-01  5.219e-02    -4.991 6.00e-07 ***
DESTIN_GRID2337  2.778e-01  5.465e-02     5.083 3.72e-07 ***
DESTIN_GRID2341  9.995e-01  5.161e-02    19.366  < 2e-16 ***
DESTIN_GRID2343 -1.161e+00  5.301e-02   -21.899  < 2e-16 ***
DESTIN_GRID2361 -3.698e-01  5.221e-02    -7.083 1.41e-12 ***
DESTIN_GRID2364 -2.321e+00  5.998e-02   -38.697  < 2e-16 ***
DESTIN_GRID2379 -1.223e+00  5.819e-02   -21.013  < 2e-16 ***
DESTIN_GRID2384  7.285e-01  5.179e-02    14.066  < 2e-16 ***
DESTIN_GRID2405  1.404e+00  5.161e-02    27.204  < 2e-16 ***
DESTIN_GRID2406 -1.654e+00  5.672e-02   -29.159  < 2e-16 ***
DESTIN_GRID2426  8.619e-01  5.256e-02    16.398  < 2e-16 ***
DESTIN_GRID2427  1.148e+00  5.181e-02    22.155  < 2e-16 ***
DESTIN_GRID2505  7.172e-01  5.488e-02    13.068  < 2e-16 ***
log(dist)       -1.623e+00  2.912e-04 -5572.760  < 2e-16 ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for poisson family taken to be 1)

    Null deviance: 99139891  on 64943  degrees of freedom
Residual deviance: 24915782  on 63312  degrees of freedom
AIC: 25273108

Number of Fisher Scoring iterations: 7

Model Comparison

RMSE

model_list <- list(unconstrained=uncSIM,
                   originConstrained=orcSIM,
                   destinationConstrained=decSIM,
                   doublyConstrained=dbcSIM)
compare_performance(model_list,
                    metrics = "RMSE")
# Comparison of Model Performance Indices

Name                   | Model |     RMSE
-----------------------------------------
unconstrained          |   glm | 1605.070
originConstrained      |   glm | 1537.575
destinationConstrained |   glm | 1361.505
doublyConstrained      |   glm | 1186.232

From all the model built, the model that perform the best is double constrained with the lowest RMSE with 1186.232

R-Squared

CalcRSquared <- function(observed,estimated){
  r <- cor(observed,estimated)
  R2 <- r^2
  R2
}
CalcRSquared(uncSIM$data$TRIPS, uncSIM$fitted.values)
[1] 0.2261695
CalcRSquared(orcSIM$data$TRIPS, orcSIM$fitted.values)
[1] 0.2893979
CalcRSquared(decSIM$data$TRIPS, decSIM$fitted.values)
[1] 0.4428208
CalcRSquared(dbcSIM$data$TRIPS, dbcSIM$fitted.values)
[1] 0.5774051

Similar with the RMSE result, from the r squared, double constrained model also perform the best among all achieving the highest r square

Visualising Fitted

flowData$uncTRIPS <- uncSIM$fitted.values
flowData$orcTRIPS <- orcSIM$fitted.values
flowData$decTRIPS <- decSIM$fitted.values
flowData$dbcTRIPS <- dbcSIM$fitted.values
unc_p <- ggplot(data = flowData,
                aes(x = TRIPS,
                    y = uncTRIPS)) +
  geom_point() +
  geom_smooth(method = lm)

orc_p <- ggplot(data = flowData,
                aes(x = TRIPS,
                    y = orcTRIPS)) +
  geom_point() +
  geom_smooth(method = lm)

dec_p <- ggplot(data = flowData,
                aes(x = TRIPS,
                    y = decTRIPS)) +
  geom_point() +
  geom_smooth(method = lm)

dbc_p <- ggplot(data = flowData,
                aes(x = TRIPS,
                    y = dbcTRIPS)) +
  geom_point() +
  geom_smooth(method = lm)
ggarrange(unc_p, orc_p, dec_p, dbc_p,
          ncol = 2,
          nrow = 2)
`geom_smooth()` using formula = 'y ~ x'
`geom_smooth()` using formula = 'y ~ x'
`geom_smooth()` using formula = 'y ~ x'
`geom_smooth()` using formula = 'y ~ x'

The result can also be seen from the plot above where the points are more tights on the doubly constrained model. Meanwhile, more loose for the unconstrained, origin constrained, and destination model.